Publications

2025

M. Amini, V. Feofanov, L. Pauletto, L. Hadjadj, E. Devijver, and Y. Maximov, “Self-training: A survey,” Neurocomputing, vol. 616, p. 128904, 2025.
[Bibtex]

@article{DBLP:journals/ijon/AminiFPHDM25,
author = {Massih-Reza Amini and
Vasilii Feofanov and
Lo{\"{\i}}c Pauletto and
Lies Hadjadj and
Emilie Devijver and
Yury Maximov},
title = {Self-training: {A} survey},
journal = {Neurocomputing},
volume = {616},
pages = {128904},
year = {2025},
url = {https://doi.org/10.1016/j.neucom.2024.128904},
doi = {10.1016/J.NEUCOM.2024.128904},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/ijon/AminiFPHDM25.bib},
hal_url = {https://hal.science/hal-04796226},
publisher = {{Elsevier}},
month = Feb,
keywords = {Semi-supervised learning ; Self-training},
pdf = {https://hal.science/hal-04796226v1/file/self-training_survey.pdf},
hal_id = {hal-04796226}
}

2024

F. Boulmaiz, P. Reignier, and S. Ploix, “Approche sans modèle basée sur le raisonnement à partir de cas pour la gestion d’énergie dans l’espace habité,” in IBPSA, La Rochelle – Ile d’Oléron, France, 2024.
[Bibtex]

@inproceedings{boulmaiz:hal-04745716,
title = {{Approche sans mod{\`{e}}le bas{\'{e}}e sur le raisonnement {\`{a}} partir de cas pour la gestion d'{\'{e}}nergie dans l'espace habit{\'{e}}}},
author = {Boulmaiz, Fateh and Reignier, Patrick and Ploix, Stephane},
hal_url = {https://hal.science/hal-04745716},
booktitle = {{IBPSA}},
address = {La Rochelle - Ile d'Ol{\'{e}}ron, France},
year = {2024},
month = May,
keywords = {Model-free approach case-based reasoning energy management ; Model-free approach ; case-based reasoning ; energy management},
pdf = {https://hal.science/hal-04745716v1/file/Fateh.pdf},
hal_id = {hal-04745716}
}

K. Raboudi, A. Ben Saci, G. Bisson, D. Ziébelin, and P. Reignier, “Method to evaluate the effects of neighbors’ building morphology on solar irradiation,” in International Days on Thermal Science and Energy – JITH 2024, Paris, France, 2024, p. https://jith.eu/index.php/jith-2024/jith-2024-proceedings.
[Bibtex]

@inproceedings{raboudi:hal-04781505,
title = {{Method to evaluate the effects of neighbors' building morphology on solar irradiation}},
author = {Raboudi, Khaoula and Ben Saci, Abdelkader and Bisson, Gilles and Zi{\'{e}}belin, Danielle and Reignier, Patrick},
hal_url = {https://hal.science/hal-04781505},
booktitle = {{International Days on Thermal Science and Energy - JITH 2024}},
address = {Paris, France},
organization = {{ALI TOUDERT Fazia and BELKADI-HANNACHI Nazila and TRABELSI Abdelkrim}},
publisher = {{Springer}},
series = {Lecture Notes in Mechanical Engineering},
volume = {Eco-design of building \& city for climate resilience},
pages = {https://jith.eu/index.php/jith-2024/jith-2024-proceedings},
year = {2024},
month = Oct,
keywords = {building morphology ; solar irradiation ; solar obstruction metrics ; sensor point grid ; Pearson correlation matrix},
hal_id = {hal-04781505}
}

E. Alvarez del Castillo Cardoso, S. Ploix, and P. Reignier, “Un système d’annotations sémantiques pour impliquer les occupants d’habitation dans une plus grande sobriété énergétique,” in Conférence Francophone de l’International Building Performance Simulation Association (IBPSA 2024), La Rochelle – Ile d’Oléron, France, 2024.
[Bibtex]

@inproceedings{alvarezdelcastillocardoso:hal-04757582,
title = {{Un syst{\`{e}}me d'annotations s{\'{e}}mantiques pour impliquer les occupants d'habitation dans une plus grande sobri{\'{e}}t{\'{e}} {\'{e}}nerg{\'{e}}tique}},
author = {Alvarez del Castillo Cardoso, Estefania and Ploix, St{\'{e}}phane and Reignier, Patrick},
hal_url = {https://hal.science/hal-04757582},
booktitle = {{Conf{\'{e}}rence Francophone de l'International Building Performance Simulation Association (IBPSA 2024)}},
address = {La Rochelle - Ile d'Ol{\'{e}}ron, France},
organization = {{Laboratoire des Sciences de l'Ing{\'{e}}nieur pour l'Environnement (LaSIE)}},
year = {2024},
month = May,
keywords = {energy management ; interactive and cooperative learning ; human behavior},
pdf = {https://hal.science/hal-04757582v1/file/template_IBPSA_FR_2-9.pdf},
hal_id = {hal-04757582}
}

A. Laskina, É. Gaussier, and G. Calvary, “A closer look at clustering bilingual comparable corpora,” in Proceedings of the 2024 joint international conference on computational linguistics, language resources and evaluation, LREC/COLING 2024, 20-25 may, 2024, torino, italy, Torino, Italy, 2024, p. 133–142.
[Bibtex]

@inproceedings{DBLP:conf/coling/LaskinaGC24,
author = {Anna Laskina and
{\'{E}}ric Gaussier and
Ga{\"{e}}lle Calvary},
title = {A Closer Look at Clustering Bilingual Comparable Corpora},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {133--142},
year = {2024},
crossref = {DBLP:conf/coling/2024},
url = {https://aclanthology.org/2024.lrec-main.12},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/coling/LaskinaGC24.bib},
hal_url = {https://hal.science/hal-04788351},
address = {Torino, Italy},
month = May,
keywords = {Text clustering ; bilingual comparable corpora ; Kmeans-based models},
pdf = {https://hal.science/hal-04788351v1/file/2024.lrec-main.12.pdf},
hal_id = {hal-04788351}
}

A. Gauffre, J. Horvat, and M. Amini, “A unified contrastive loss for self-training,” in Machine learning and knowledge discovery in databases. research track and demo track – european conference, ECML PKDD 2024, vilnius, lithuania, september 9-13, 2024, proceedings, part VIII, 2024, p. 3–18.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/GauffreHA24,
author = {Aur{\'{e}}lien Gauffre and
Julien Horvat and
Massih-Reza Amini},
title = {A Unified Contrastive Loss for Self-training},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
and Demo Track - European Conference, {ECML} {PKDD} 2024, Vilnius,
Lithuania, September 9-13, 2024, Proceedings, Part {VIII}},
pages = {3--18},
year = {2024},
crossref = {DBLP:conf/pkdd/2024-8},
url = {https://doi.org/10.1007/978-3-031-70371-3\_1},
doi = {10.1007/978-3-031-70371-3\_1},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/pkdd/GauffreHA24.bib}
}

N. Monge, A. Deschamps, and M. Amini, “Automated selection of nanoparticle models for small-angle X-ray scattering data analysis using machine learning,” Acta Crystallographica Section A : Foundations and Advances [2014-…], vol. 80, iss. 2, pp. 202-212, 2024.
[Bibtex]

@article{monge:hal-04503225,
title = {{Automated selection of nanoparticle models for small-angle X-ray scattering data analysis using machine learning}},
author = {Monge, Nicolas and Deschamps, Alexis and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-04503225},
journal = {{Acta Crystallographica Section A : Foundations and Advances [2014-...]}},
publisher = {{ International Union of Crystallography}},
volume = {80},
number = {2},
pages = {202-212},
year = {2024},
month = Mar,
doi = {10.1107/S2053273324000950},
keywords = {machine learning ; nanoparticles ; SAXS ; small-angle X-ray scattering ; data analysis ; model selection},
pdf = {https://hal.science/hal-04503225v1/file/iv5034.pdf},
hal_id = {hal-04503225}
}

D. Bystrova, C. K. Assaad, J. Arbel, E. Devijver, É. Gaussier, and W. Thuiller, “Causal discovery from time series with hybrids of constraint-based and noise-based algorithms,” Trans. mach. learn. res., vol. 2024, pp. 1-30, 2024.
[Bibtex]

@article{DBLP:journals/tmlr/BystrovaAADGT24,
author = {Daria Bystrova and
Charles K. Assaad and
Julyan Arbel and
Emilie Devijver and
{\'{E}}ric Gaussier and
Wilfried Thuiller},
title = {Causal Discovery from Time Series with Hybrids of Constraint-Based
and Noise-Based Algorithms},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=PGLbZpVk2n},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/tmlr/BystrovaAADGT24.bib},
hal_url = {https://hal.science/hal-04606168},
publisher = {{[Amherst Massachusetts]: OpenReview.net, 2022}},
pages = {1-30},
keywords = {Causal discovery ; Time series ; Noise-based ; Constraint-based},
pdf = {https://hal.science/hal-04606168v1/file/NBCBandCBNB_Arxiv_version.pdf},
hal_id = {hal-04606168}
}

É. Gaussier, “Chapitre IV.4 – Accès à l’information : apprentissage et recherche,” in Du Big Data à l’IA – 60 ans d’expérience en traitement des données, des informations et des connaissances à Grenoble, M. Adiba and J. Giraudin, Eds., UGA Editions, 2024, p. p. 625-643.
[Bibtex]

@incollection{gaussier:hal-04837574,
title = {{Chapitre IV.4 - Acc{\`{e}}s {\`{a}} l'information : apprentissage et recherche}},
author = {Gaussier, {\'{E}}ric},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-04837574},
booktitle = {{Du Big Data {\`{a}} l'IA - 60 ans d'exp{\'{e}}rience en traitement des donn{\'{e}}es, des informations et des connaissances {\`{a}} Grenoble}},
editor = {Michel Adiba and Jean-Pierre Giraudin},
publisher = {{UGA Editions}},
series = {Prom{\'{e}}th{\'{e}}e},
pages = {p. 625-643},
year = {2024},
month = Nov,
hal_id = {hal-04837574}
}

A. Jose, E. Devijver, M. Amini, N. Jakse, and R. Poloni, “Classification tree-based active learning: A wrapper approach,” Corr, vol. abs/2404.09953, 2024.
[Bibtex]

@article{DBLP:journals/corr/abs-2404-09953,
author = {Ashna Jose and
Emilie Devijver and
Massih-Reza Amini and
No{\"{e}}l Jakse and
Roberta Poloni},
title = {Classification Tree-based Active Learning: {A} Wrapper Approach},
journal = {CoRR},
volume = {abs/2404.09953},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.09953},
doi = {10.48550/ARXIV.2404.09953},
eprinttype = {arXiv},
eprint = {2404.09953},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2404-09953.bib}
}

A. Laskina, E. Gaussier, and G. Calvary, “Creating Clustered Comparable Corpora from Wikipedia with Different Fuzziness Levels and Language Representativity,” in The 17th Workshop on Building and Using Comparable Corpora (BUCC)@ LREC-COLING 2024, Torino, Italy, 2024, pp. 85-93.
[Bibtex]

@inproceedings{laskina:hal-04788316,
title = {{Creating Clustered Comparable Corpora from Wikipedia with Different Fuzziness Levels and Language Representativity}},
author = {Laskina, Anna and Gaussier, Eric and Calvary, Gaelle},
hal_url = {https://hal.science/hal-04788316},
booktitle = {{The 17th Workshop on Building and Using Comparable Corpora (BUCC)@ LREC-COLING 2024}},
address = {Torino, Italy},
pages = {85-93},
year = {2024},
month = May,
keywords = {Comparable corpora ; Gold standard colelctions ; Text clustering/text classification ; Wikipedia},
pdf = {https://hal.science/hal-04788316v1/file/2024.bucc-1.9.pdf},
hal_id = {hal-04788316}
}

M. Li and É. Gaussier, “Domain adaptation for dense retrieval and conversational dense retrieval through self-supervision by meticulous pseudo-relevance labeling,” in Proceedings of the 2024 joint international conference on computational linguistics, language resources and evaluation, LREC/COLING 2024, 20-25 may, 2024, torino, italy, 2024, p. 5247–5259.
[Bibtex]

@inproceedings{DBLP:conf/coling/0003G24,
author = {Minghan Li and
{\'{E}}ric Gaussier},
title = {Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval
through Self-Supervision by Meticulous Pseudo-Relevance Labeling},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {5247--5259},
year = {2024},
crossref = {DBLP:conf/coling/2024},
url = {https://aclanthology.org/2024.lrec-main.467},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/coling/0003G24.bib}
}

M. Li and É. Gaussier, “Domain adaptation for dense retrieval and conversational dense retrieval through self-supervision by meticulous pseudo-relevance labeling,” Corr, vol. abs/2403.08970, 2024.
[Bibtex]

@article{DBLP:journals/corr/abs-2403-08970,
author = {Minghan Li and
{\'{E}}ric Gaussier},
title = {Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval
through Self-Supervision by Meticulous Pseudo-Relevance Labeling},
journal = {CoRR},
volume = {abs/2403.08970},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08970},
doi = {10.48550/ARXIV.2403.08970},
eprinttype = {arXiv},
eprint = {2403.08970},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2403-08970.bib}
}

L. Hadjadj, E. Devijver, R. Molinier, and M. Amini, “Efficient initial data selection and labeling for multi-class classification using topological analysis,” in ECAI 2024 – 27th european conference on artificial intelligence, 19-24 october 2024, santiago de compostela, spain – including 13th conference on prestigious applications of intelligent systems (PAIS 2024), Santiago de Compostela, Spain, 2024, p. 2677–2684.
[Bibtex]

@inproceedings{DBLP:conf/ecai/HadjadjDMA24,
author = {Lies Hadjadj and
Emilie Devijver and
R{\'{e}}mi Molinier and
Massih-Reza Amini},
title = {Efficient Initial Data Selection and Labeling for Multi-Class Classification
Using Topological Analysis},
booktitle = {{ECAI} 2024 - 27th European Conference on Artificial Intelligence,
19-24 October 2024, Santiago de Compostela, Spain - Including 13th
Conference on Prestigious Applications of Intelligent Systems {(PAIS}
2024)},
pages = {2677--2684},
year = {2024},
crossref = {DBLP:conf/ecai/2024},
url = {https://doi.org/10.3233/FAIA240800},
doi = {10.3233/FAIA240800},
timestamp = {Fri, 25 Oct 2024 12:13:46 +0200},
dblp_url = {https://dblp.org/rec/conf/ecai/HadjadjDMA24.bib},
hal_url = {https://hal.science/hal-04763563},
address = {Santiago de Compostela, Spain},
organization = {{Fredrik Heintz, Ulle Endriss, Francisco S. Melo}},
hal_local_reference = {GT},
publisher = {{IOS Press}},
series = {Frontiers in Artificial Intelligence and Applications},
month = Oct,
pdf = {https://hal.science/hal-04763563v1/file/ECAI_1860.pdf},
hal_id = {hal-04763563}
}

A. Seiller, É. Gaussier, E. Devijver, M. Clausel, and S. Alkhoury, “Ensembles of probabilistic regression trees,” Corr, vol. abs/2406.14033, 2024.
[Bibtex]

@article{DBLP:journals/corr/abs-2406-14033,
author = {Alexandre Seiller and
{\'{E}}ric Gaussier and
Emilie Devijver and
Marianne Clausel and
Sami Alkhoury},
title = {Ensembles of Probabilistic Regression Trees},
journal = {CoRR},
volume = {abs/2406.14033},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14033},
doi = {10.48550/ARXIV.2406.14033},
eprinttype = {arXiv},
eprint = {2406.14033},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2406-14033.bib}
}

A. Audibert, A. Gauffre, and M. Amini, “Exploring contrastive learning for long-tailed multi-label text classification,” in Machine learning and knowledge discovery in databases. research track – european conference, ECML PKDD 2024, vilnius, lithuania, september 9-13, 2024, proceedings, part VII, 2024, p. 245–261.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/AudibertGA24,
author = {Alexandre Audibert and
Aur{\'{e}}lien Gauffre and
Massih-Reza Amini},
title = {Exploring Contrastive Learning for Long-Tailed Multi-label Text Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September
9-13, 2024, Proceedings, Part {VII}},
pages = {245--261},
year = {2024},
crossref = {DBLP:conf/pkdd/2024-7},
url = {https://doi.org/10.1007/978-3-031-70368-3\_15},
doi = {10.1007/978-3-031-70368-3\_15},
timestamp = {Wed, 11 Sep 2024 11:32:09 +0200},
dblp_url = {https://dblp.org/rec/conf/pkdd/AudibertGA24.bib}
}

A. Audibert, A. Gauffre, and M. Amini, “Exploring contrastive learning for long-tailed multi-label text classification,” Corr, vol. abs/2404.08720, 2024.
[Bibtex]

@article{DBLP:journals/corr/abs-2404-08720,
author = {Alexandre Audibert and
Aur{\'{e}}lien Gauffre and
Massih-Reza Amini},
title = {Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification},
journal = {CoRR},
volume = {abs/2404.08720},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.08720},
doi = {10.48550/ARXIV.2404.08720},
eprinttype = {arXiv},
eprint = {2404.08720},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2404-08720.bib}
}

C. Assaad, E. Devijver, É. Gaussier, G. Gössler, and A. Meynaoui, “Identifiability of total effects from abstractions of time series causal graphs,” in 40th Conference on Uncertainty in Artificial Intelligence, Barcelone, Spain, 2024.
[Bibtex]

@inproceedings{assaad:hal-04250602,
title = {{Identifiability of total effects from abstractions of time series causal graphs}},
author = {Assaad, Charles and Devijver, Emilie and Gaussier, {\'{E}}ric and G{\"{o}}ssler, Gregor and Meynaoui, Anouar},
hal_url = {https://hal.science/hal-04250602},
booktitle = {{40th Conference on Uncertainty in Artificial Intelligence}},
address = {Barcelone, Spain},
organization = {{Association for Uncertainty in Artificial Intelligence (AUAI)}},
year = {2024},
month = Jul,
pdf = {https://hal.science/hal-04250602v4/file/Identification_Summary_UAI24_Camera_Ready.pdf},
hal_id = {hal-04250602}
}

N. Monge, M. Amini, and A. Deschamps, “Influence of device configuration and noise on a machine learning predictor for the selection of nanoparticle small-angle X-ray scattering models,” Acta Crystallographica Section A : Foundations and Advances [2014-…], vol. 80, iss. 6, pp. 405-413, 2024.
[Bibtex]

@article{monge:hal-04785237,
title = {{Influence of device configuration and noise on a machine learning predictor for the selection of nanoparticle small-angle X-ray scattering models}},
author = {Monge, Nicolas and Amini, Massih-Reza and Deschamps, Alexis},
hal_url = {https://hal.science/hal-04785237},
journal = {{Acta Crystallographica Section A : Foundations and Advances [2014-...]}},
publisher = {{ International Union of Crystallography}},
volume = {80},
number = {6},
pages = {405-413},
year = {2024},
month = Sep,
doi = {10.1107/S2053273324007988},
keywords = {machine learning nanoparticles SAXS small-angle X-ray scattering data analysis model selection ; machine learning ; nanoparticles ; SAXS ; small-angle X-ray scattering ; data analysis ; model selection},
pdf = {https://hal.science/hal-04785237v1/file/iv5034.pdf},
hal_id = {hal-04785237}
}

V. Segonne, A. Mannion, L. C. A. Canul, A. D. Audibert, X. Liu, C. Macaire, A. Pupier, Y. Zhou, M. Aguiar, F. E. Herron, M. Norré, M. Amini, P. Bouillon, I. E. -, E. E. -, T. François, L. Goeuriot, J. Goulian, M. Lafourcade, B. Lecouteux, F. Portet, F. Ringeval, V. Vandeghinste, M. Coavoux, M. Dinarelli, and D. Schwab, “Jargon: A suite of language models and evaluation tasks for french specialized domains,” in Proceedings of the 2024 joint international conference on computational linguistics, language resources and evaluation, LREC/COLING 2024, 20-25 may, 2024, torino, italy, Turin, Italy, 2024, p. 9463–9476.
[Bibtex]

@inproceedings{DBLP:conf/coling/SegonneMCALMP0A24,
author = {Vincent Segonne and
Aidan Mannion and
Laura Cristina Alonzo Canul and
Alexandre Daniel Audibert and
Xingyu Liu and
C{\'{e}}cile Macaire and
Adrien Pupier and
Yongxin Zhou and
Mathilde Aguiar and
Felix E. Herron and
Magali Norr{\'{e}} and
Massih-Reza Amini and
Pierrette Bouillon and
Iris Eshkol{-}Taravella and
Emmanuelle Esperan{\c{c}}a{-}Rodier and
Thomas Fran{\c{c}}ois and
Lorraine Goeuriot and
J{\'{e}}r{\^{o}}me Goulian and
Mathieu Lafourcade and
Benjamin Lecouteux and
Fran{\c{c}}ois Portet and
Fabien Ringeval and
Vincent Vandeghinste and
Maximin Coavoux and
Marco Dinarelli and
Didier Schwab},
title = {Jargon: {A} Suite of Language Models and Evaluation Tasks for French
Specialized Domains},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {9463--9476},
year = {2024},
crossref = {DBLP:conf/coling/2024},
url = {https://aclanthology.org/2024.lrec-main.827},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/coling/SegonneMCALMP0A24.bib},
hal_url = {https://hal.science/hal-04535557},
address = {Turin, Italy},
month = May,
keywords = {Self-supervised learning ; Pretrained language models ; Evaluation benchmark ; Biomedical document processing ; Legal document processing ; Speech transcription},
pdf = {https://hal.science/hal-04535557v1/file/FB2_domaines_specialises_LREC_COLING24.pdf},
hal_id = {hal-04535557}
}

V. Segonne, A. Mannion, L. C. A. Canul, A. Audibert, X. Liu, C. Macaire, A. Pupier, Y. Zhou, M. Aguiar, F. E. Herron, M. Norré, M. Amini, P. Bouillon, I. E. -, E. E. -, T. François, L. Goeuriot, J. Goulian, M. Lafourcade, B. Lecouteux, F. Portet, F. Ringeval, V. Vandeghinste, M. Coavoux, M. Dinarelli, and D. Schwab, “Jargon : une suite de modèles de langues et de référentiels d’évaluation pour les domaines spécialisés du français,” in Actes de la 31ème conférence sur le traitement automatique des langues naturelles, TALN 2024 – volume 2 : traductions d’articles publiès, toulouse, france, july 8-12, 2024, 2024, p. 9–10.
[Bibtex]

@inproceedings{DBLP:conf/taln/SegonneMCALMPZAHNABEEFG24,
author = {Vincent Segonne and
Aidan Mannion and
Laura Cristina Alonzo Canul and
Alexandre Audibert and
Xingyu Liu and
C{\'{e}}cile Macaire and
Adrien Pupier and
Yongxin Zhou and
Mathilde Aguiar and
Felix E. Herron and
Magali Norr{\'{e}} and
Massih-Reza Amini and
Pierrette Bouillon and
Iris Eshkol{-}Taravella and
Emmanuelle Esparan{\c{c}}a{-}Rodier and
Thomas Fran{\c{c}}ois and
Lorraine Goeuriot and
J{\'{e}}r{\^{o}}me Goulian and
Mathieu Lafourcade and
Benjamin Lecouteux and
Fran{\c{c}}ois Portet and
Fabien Ringeval and
Vincent Vandeghinste and
Maximin Coavoux and
Marco Dinarelli and
Didier Schwab},
title = {Jargon : Une suite de mod{\`{e}}les de langues et de r{\'{e}}f{\'{e}}rentiels
d'{\'{e}}valuation pour les domaines sp{\'{e}}cialis{\'{e}}s du fran{\c{c}}ais},
booktitle = {Actes de la 31{\`{e}}me Conf{\'{e}}rence sur le Traitement Automatique
des Langues Naturelles, {TALN} 2024 - Volume 2 : traductions d'articles
publi{\`{e}}s, Toulouse, France, July 8-12, 2024},
pages = {9--10},
year = {2024},
crossref = {DBLP:conf/taln/2024-2},
url = {https://aclanthology.org/2024.jeptalnrecital-trad.6},
timestamp = {Tue, 22 Oct 2024 08:13:46 +0200},
dblp_url = {https://dblp.org/rec/conf/taln/SegonneMCALMPZAHNABEEFG24.bib}
}

@inproceedings{raboudi:hal-04781505,
title = {{Method to evaluate the effects of neighbors' building morphology on solar irradiation}},
author = {Raboudi, Khaoula and Ben Saci, Abdelkader and Bisson, Gilles and Zi{\'{e}}belin, Danielle and Reignier, Patrick},
hal_url = {https://hal.science/hal-04781505},
booktitle = {{International Days on Thermal Science and Energy - JITH 2024}},
address = {Paris, France},
organization = {{ALI TOUDERT Fazia and BELKADI-HANNACHI Nazila and TRABELSI Abdelkrim}},
publisher = {{Springer}},
series = {Lecture Notes in Mechanical Engineering},
volume = {Eco-design of building \& city for climate resilience},
pages = {https://jith.eu/index.php/jith-2024/jith-2024-proceedings},
year = {2024},
month = Oct,
keywords = {building morphology ; solar irradiation ; solar obstruction metrics ; sensor point grid ; Pearson correlation matrix},
hal_id = {hal-04781505}
}

V. Brault, E. Devijver, and C. Laclau, “Mixture of segmentation for heterogeneous functional data,” Electronic Journal of Statistics , vol. 18, iss. 2, 2024.
[Bibtex]

@article{brault:hal-04036482,
title = {{Mixture of segmentation for heterogeneous functional data}},
author = {Brault, Vincent and Devijver, Emilie and Laclau, Charlotte},
hal_url = {https://hal.science/hal-04036482},
journal = {{Electronic Journal of Statistics }},
publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
volume = {18},
number = {2},
year = {2024},
month = Sep,
doi = {10.1214/24-EJS2286},
keywords = {Mixture model ; Segmentation ; Functional Data ; Consistency},
pdf = {https://hal.science/hal-04036482v3/file/24-EJS2286.pdf},
hal_id = {hal-04036482}
}

V. Feofanov, E. Devijver, and M. Amini, “Multi-class probabilistic bounds for majority vote classifiers with partially labeled data,” J. mach. learn. res., vol. 25, iss. 104, p. 104:1–104:47, 2024.
[Bibtex]

@article{DBLP:journals/jmlr/FeofanovDA24,
author = {Vasilii Feofanov and
Emilie Devijver and
Massih-Reza Amini},
title = {Multi-class Probabilistic Bounds for Majority Vote Classifiers with
Partially Labeled Data},
journal = {J. Mach. Learn. Res.},
volume = {25},
pages = {104:1--104:47},
year = {2024},
url = {https://jmlr.org/papers/v25/23-0121.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/jmlr/FeofanovDA24.bib},
hal_url = {https://hal.science/hal-04763756},
publisher = {{Microtome Publishing}},
number = {104},
month = Mar,
keywords = {semi-supervised learning learning theory multi-class classification transductive inference self-training ; semi-supervised learning ; learning theory ; multi-class classification ; transductive inference ; self-training},
pdf = {https://hal.science/hal-04763756v1/file/23-0121.pdf},
hal_id = {hal-04763756}
}

A. Malkova, M. Amini, B. Denis, and C. Villien, “Neural architecture search for radio map reconstruction with partially labeled data,” Integr. comput. aided eng., vol. 31, iss. 3, p. 285–305, 2024.
[Bibtex]

@article{DBLP:journals/icae/MalkovaADV24,
author = {Aleksandra Malkova and
Massih-Reza Amini and
Beno{\^{\i}}t Denis and
Christophe Villien},
title = {Neural architecture search for radio map reconstruction with partially
labeled data},
journal = {Integr. Comput. Aided Eng.},
volume = {31},
number = {3},
pages = {285--305},
year = {2024},
url = {https://doi.org/10.3233/ICA-240732},
doi = {10.3233/ICA-240732},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/icae/MalkovaADV24.bib},
hal_url = {https://cea.hal.science/cea-04573260},
publisher = {{IOS Press}},
pdf = {https://cea.hal.science/cea-04573260v1/file/Neural_Architecture_Search_for_Radio_Map_Reconstruction_with_Partially_Labeled_Data.pdf},
hal_id = {cea-04573260}
}

M. Blein-Nicolas, E. Devijver, M. Gallopin, and E. Perthame, “Nonlinear network-based quantitative trait prediction from biological data,” Journal of the Royal Statistical Society: Series C Applied Statistics, pp. 1-20, 2024.
[Bibtex]

@article{bleinnicolas:hal-04583513,
title = {{Nonlinear network-based quantitative trait prediction from biological data}},
author = {Blein-Nicolas, M{\'{e}}lisande and Devijver, Emilie and Gallopin, M{\'{e}}lina and Perthame, Emeline},
hal_url = {https://hal.inrae.fr/hal-04583513},
journal = {{Journal of the Royal Statistical Society: Series C Applied Statistics}},
publisher = {{Wiley}},
pages = {1-20},
year = {2024},
month = Mar,
doi = {10.1093/jrsssc/qlae012},
keywords = {block-diagonal covariance matrix ; clustering ; mixture of regressions ; network inference ; nonlinear regression ; slope heuristics},
hal_id = {hal-04583513}
}

L. Zan, C. K. Assaad, E. Devijver, É. Gaussier, and A. Aït-Bachir, “On the fly detection of root causes from observed data with application to IT systems,” in Proceedings of the 33rd ACM international conference on information and knowledge management, CIKM 2024, boise, id, usa, october 21-25, 2024, 2024, p. 5062–5069.
[Bibtex]

@inproceedings{DBLP:conf/cikm/ZanADGA24,
author = {Lei Zan and
Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier and
Ali A{\"{\i}}t-Bachir},
title = {On the Fly Detection of Root Causes from Observed Data with Application
to {IT} Systems},
booktitle = {Proceedings of the 33rd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,
2024},
pages = {5062--5069},
year = {2024},
crossref = {DBLP:conf/cikm/2024},
url = {https://doi.org/10.1145/3627673.3680010},
doi = {10.1145/3627673.3680010},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/cikm/ZanADGA24.bib}
}

L. Zan, C. K. Assaad, E. Devijver, and É. Gaussier, “On the fly detection of root causes from observed data with application to IT systems,” Corr, vol. abs/2402.06500, 2024.
[Bibtex]

@article{DBLP:journals/corr/abs-2402-06500,
author = {Lei Zan and
Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier},
title = {On the Fly Detection of Root Causes from Observed Data with Application
to {IT} Systems},
journal = {CoRR},
volume = {abs/2402.06500},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06500},
doi = {10.48550/ARXIV.2402.06500},
eprinttype = {arXiv},
eprint = {2402.06500},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2402-06500.bib}
}

L. Zan, C. K. Assaad, E. Devijver, E. Gaussier, and A. Aït-Bachir, “On the Fly Detection of Root Causes from Observed Data with Application to IT Systems,” in CIKM ’24: The 33rd ACM International Conference on Information and Knowledge Management, Boise, ID, United States, 2024, pp. 5062-5069.
[Bibtex]

@inproceedings{DBLP:conf/cikm/ZanADGA24,
title = {{On the Fly Detection of Root Causes from Observed Data with Application to IT Systems}},
author = {Zan, Lei and Assaad, Charles K and Devijver, Emilie and Gaussier, Eric and A{\"{i}}t-Bachir, Ali},
hal_url = {https://hal.science/hal-04785797},
booktitle = {{CIKM '24: The 33rd ACM International Conference on Information and Knowledge Management}},
address = {Boise, ID, United States},
pages = {5062-5069},
year = {2024},
month = Oct,
doi = {10.1145/3627673.3680010},
keywords = {Root cause analysis ; Causal discovery ; IT systems},
pdf = {https://hal.science/hal-04785797v1/file/2402.06500v2.pdf},
hal_id = {hal-04785797},
crossref = {DBLP:conf/cikm/2024},
url = {https://doi.org/10.1145/3627673.3680010},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/cikm/ZanADGA24.bib}
}

L. Zan, C. K. Assaad, E. Devijver, and É. Gaussier, “On the fly detection of root causes from observed data with application to IT systems,” Corr, vol. abs/2402.06500, 2024.
[Bibtex]

@article{DBLP:journals/corr/abs-2402-06500,
author = {Lei Zan and
Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier},
title = {On the Fly Detection of Root Causes from Observed Data with Application
to {IT} Systems},
journal = {CoRR},
volume = {abs/2402.06500},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06500},
doi = {10.48550/ARXIV.2402.06500},
eprinttype = {arXiv},
eprint = {2402.06500},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2402-06500.bib}
}

@inproceedings{zan:hal-04785797,
title = {{On the Fly Detection of Root Causes from Observed Data with Application to IT Systems}},
author = {Zan, Lei and Assaad, Charles K and Devijver, Emilie and Gaussier, Eric and A{\"{i}}t-Bachir, Ali},
hal_url = {https://hal.science/hal-04785797},
booktitle = {{CIKM '24: The 33rd ACM International Conference on Information and Knowledge Management}},
address = {Boise, ID, United States},
pages = {5062-5069},
year = {2024},
month = Oct,
doi = {10.1145/3627673.3680010},
keywords = {Root cause analysis ; Causal discovery ; IT systems},
pdf = {https://hal.science/hal-04785797v1/file/2402.06500v2.pdf},
hal_id = {hal-04785797}
}

P. Scales, O. Aycard, and V. Aubergé, “Planning socially expressive mobile robot trajectories,” Sensors, vol. 24, iss. 11, p. 3533, 2024.
[Bibtex]

@article{DBLP:journals/sensors/ScalesAA24,
author = {Philip Scales and
Olivier Aycard and
V{\'{e}}ronique Auberg{\'{e}}},
title = {Planning Socially Expressive Mobile Robot Trajectories},
journal = {Sensors},
volume = {24},
number = {11},
pages = {3533},
year = {2024},
url = {https://doi.org/10.3390/s24113533},
doi = {10.3390/S24113533},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/sensors/ScalesAA24.bib},
hal_url = {https://hal.science/hal-04616294},
publisher = {{MDPI}},
series = {Special Issue Applications of Intelligent Robots: Sensing, Interaction, Navigation and Control Systems)},
keywords = {trajectory planning ; human-robot interaction ; perception experiment ; logistic regression},
pdf = {https://hal.science/hal-04616294v1/file/sensors-24-03533.pdf},
hal_id = {hal-04616294}
}

A. Jose, J. P. A. de Mendonça, E. Devijver, N. Jakse, V. Monbet, and R. Poloni, “Regression tree-based active learning,” Data min. knowl. discov., vol. 38, iss. 2, p. 420–460, 2024.
[Bibtex]

@article{DBLP:journals/datamine/JoseMDJMP24,
author = {Ashna Jose and
Jo{\~{a}}o Paulo Almeida de Mendon{\c{c}}a and
Emilie Devijver and
No{\"{e}}l Jakse and
Val{\'{e}}rie Monbet and
Roberta Poloni},
title = {Regression tree-based active learning},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {420--460},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00951-7},
doi = {10.1007/S10618-023-00951-7},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/datamine/JoseMDJMP24.bib}
}

B. Afshinpour, M. Amini, and R. Groz, “Semantic log partitioning: towards automated root cause analysis,” in 24th IEEE international conference on software quality, reliability and security, QRS 2024, cambridge, united kingdom, july 1-5, 2024, Cambridge, United Kingdom, 2024, p. 639–648.
[Bibtex]

@inproceedings{DBLP:conf/qrs/AfshinpourAG24,
author = {Bahareh Afshinpour and
Massih-Reza Amini and
Roland Groz},
title = {Semantic Log Partitioning: Towards Automated Root Cause Analysis},
booktitle = {24th {IEEE} International Conference on Software Quality, Reliability
and Security, {QRS} 2024, Cambridge, United Kingdom, July 1-5, 2024},
pages = {639--648},
year = {2024},
crossref = {DBLP:conf/qrs/2024},
url = {https://doi.org/10.1109/QRS62785.2024.00069},
doi = {10.1109/QRS62785.2024.00069},
timestamp = {Fri, 18 Oct 2024 11:06:45 +0200},
dblp_url = {https://dblp.org/rec/conf/qrs/AfshinpourAG24.bib},
hal_url = {https://hal.science/hal-04763652},
address = {Cambridge, United Kingdom},
publisher = {{IEEE}},
month = Jul,
keywords = {Automated software testing Log analysis Machine learning Log mining task Root-cause events detection ; Automated software testing ; Log analysis ; Machine learning ; Log mining task ; Root-cause events detection},
pdf = {https://hal.science/hal-04763652v1/file/QRS2024.pdf},
hal_id = {hal-04763652}
}

A. A. Harandi and M. Amini, “Unified framework for neural network compression via decomposition and optimal rank selection,” Corr, vol. abs/2409.03555, 2024.
[Bibtex]

@article{DBLP:journals/corr/abs-2409-03555,
author = {Ali Aghababaei Harandi and
Massih-Reza Amini},
title = {Unified Framework for Neural Network Compression via Decomposition
and Optimal Rank Selection},
journal = {CoRR},
volume = {abs/2409.03555},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.03555},
doi = {10.48550/ARXIV.2409.03555},
eprinttype = {arXiv},
eprint = {2409.03555},
timestamp = {Wed, 09 Oct 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2409-03555.bib}
}

2023

M. Li and É. Gaussier, “Adaptation de domaine pour la recherche dense par annotation automatique,” in Actes de CORIA-TALN 2023. actes de la 18e conférence en recherche d’information et applications, CORIA 203, paris, france, june 5-9, 2023, Paris, France, 2023, p. 93–110.
[Bibtex]

@inproceedings{DBLP:conf/taln/LiG23,
author = {Minghan Li and
{\'{E}}ric Gaussier},
title = {Adaptation de domaine pour la recherche dense par annotation automatique},
booktitle = {Actes de {CORIA-TALN} 2023. Actes de la 18e Conf{\'{e}}rence en Recherche
d'Information et Applications, {CORIA} 203, Paris, France, June 5-9,
2023},
pages = {93--110},
year = {2023},
crossref = {DBLP:conf/taln/2023coria},
url = {https://aclanthology.org/2023.jeptalnrecital-coria.6},
timestamp = {Fri, 05 Apr 2024 17:17:09 +0200},
dblp_url = {https://dblp.org/rec/conf/taln/LiG23.bib},
hal_url = {https://hal.science/hal-04131568},
address = {Paris, France},
editor = {Zargayouna, Ha{\"{i}}fa},
publisher = {{ATALA}},
keywords = {Adaptation de domaine ; apprentissage auto ; supervis{\'{e}} ; recherche d'information neuronale},
pdf = {https://hal.science/hal-04131568v1/file/480548.pdf},
hal_id = {hal-04131568}
}

M. Bernardini, A. Doinychko, L. Romeo, E. Frontoni, and M. Amini, “A novel missing data imputation approach based on clinical conditional generative adversarial networks applied to EHR datasets,” Comput. biol. medicine, vol. 163, p. 107188, 2023.
[Bibtex]

@article{DBLP:journals/cbm/BernardiniDRFA23,
author = {Michele Bernardini and
Anastasiia Doinychko and
Luca Romeo and
Emanuele Frontoni and
Massih-Reza Amini},
title = {A novel missing data imputation approach based on clinical conditional
Generative Adversarial Networks applied to {EHR} datasets},
journal = {Comput. Biol. Medicine},
volume = {163},
pages = {107188},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.107188},
doi = {10.1016/J.COMPBIOMED.2023.107188},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/cbm/BernardiniDRFA23.bib},
hal_url = {https://hal.science/hal-04763763},
publisher = {{Elsevier}},
month = Sep,
keywords = {Data imputation Generative Adversarial Network Electronic Health Record Machine Learning Predictive Medicine ; Data imputation ; Generative Adversarial Network ; Electronic Health Record ; Machine Learning ; Predictive Medicine},
pdf = {https://hal.science/hal-04763763v1/file/paper.pdf},
hal_id = {hal-04763763}
}

M. Garkavenko, T. Beliaeva, E. Gaussier, H. Mirisaee, C. Lagnier, and A. Guerraz, “Assessing the Factors Related to a Start-Up’s Valuation Using Prediction and Causal Discovery,” Entrepreneurship Theory and Practice, vol. 47, iss. 5, pp. 2017-2044, 2023.
[Bibtex]

@article{garkavenko:hal-04278158,
title = {{Assessing the Factors Related to a Start-Up's Valuation Using Prediction and Causal Discovery}},
author = {Garkavenko, Mariia and Beliaeva, Tatiana and Gaussier, Eric and Mirisaee, Hamid and Lagnier, C{\'{e}}dric and Guerraz, Agn{\`{e}}s},
hal_url = {https://hal.science/hal-04278158},
journal = {{Entrepreneurship Theory and Practice}},
publisher = {{Wiley}},
volume = {47},
number = {5},
pages = {2017-2044},
year = {2023},
month = Sep,
doi = {10.1177/10422587221121291},
hal_id = {hal-04278158}
}

A. Aït-Bachir, C. K. Assaad, C. de Bignicourt, E. Devijver, S. Ferreira, É. Gaussier, H. Mohanna, and L. Zan, “Case studies of causal discovery from IT monitoring time series,” Corr, vol. abs/2307.15678, 2023.
[Bibtex]

@article{DBLP:journals/corr/abs-2307-15678,
author = {Ali A{\"{\i}}t-Bachir and
Charles K. Assaad and
Christophe de Bignicourt and
Emilie Devijver and
Simon Ferreira and
{\'{E}}ric Gaussier and
Hosein Mohanna and
Lei Zan},
title = {Case Studies of Causal Discovery from {IT} Monitoring Time Series},
journal = {CoRR},
volume = {abs/2307.15678},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.15678},
doi = {10.48550/ARXIV.2307.15678},
eprinttype = {arXiv},
eprint = {2307.15678},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2307-15678.bib}
}

A. Malkova, M. Amini, B. Denis, and C. Villien, “Deep learning with partially labeled data for radio map reconstruction,” Corr, vol. abs/2306.05294, 2023.
[Bibtex]

@article{DBLP:journals/corr/abs-2306-05294,
author = {Aleksandra Malkova and
Massih-Reza Amini and
Beno{\^{\i}}t Denis and
Christophe Villien},
title = {Deep Learning with Partially Labeled Data for Radio Map Reconstruction},
journal = {CoRR},
volume = {abs/2306.05294},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05294},
doi = {10.48550/ARXIV.2306.05294},
eprinttype = {arXiv},
eprint = {2306.05294},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2306-05294.bib}
}

M. Chebel, C. Latiri, and É. Gaussier, “Efficient bilingual lexicon extraction from comparable corpora based on formal concepts analysis,” Nat. lang. eng., vol. 29, iss. 1, p. 138–161, 2023.
[Bibtex]

@article{DBLP:journals/nle/ChebelLG23,
author = {Mohamed Chebel and
Chiraz Latiri and
{\'{E}}ric Gaussier},
title = {Efficient bilingual lexicon extraction from comparable corpora based
on formal concepts analysis},
journal = {Nat. Lang. Eng.},
volume = {29},
number = {1},
pages = {138--161},
year = {2023},
url = {https://doi.org/10.1017/S135132492100022X},
doi = {10.1017/S135132492100022X},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/nle/ChebelLG23.bib},
hal_url = {https://hal.science/hal-04500448},
publisher = {{Cambridge University Press (CUP)}},
month = Jan,
keywords = {Corpus linguistics, Evaluation, Information extraction, Information retrieval, Multilinguality},
hal_id = {hal-04500448}
}

J. Gómez, O. Aycard, and J. Baber, “Efficient detection and tracking of human using 3d lidar sensor,” Sensors, vol. 23, iss. 10, p. 4720, 2023.
[Bibtex]

@article{DBLP:journals/sensors/GomezAB23,
author = {Juan G{\'{o}}mez and
Olivier Aycard and
Junaid Baber},
title = {Efficient Detection and Tracking of Human Using 3D LiDAR Sensor},
journal = {Sensors},
volume = {23},
number = {10},
pages = {4720},
year = {2023},
url = {https://doi.org/10.3390/s23104720},
doi = {10.3390/S23104720},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/sensors/GomezAB23.bib},
hal_url = {https://hal.science/hal-04409601},
publisher = {{MDPI}},
month = May,
keywords = {3D point cloud person detection tracking classification real-time ; 3D point cloud ; person detection ; tracking ; classification ; real-time},
pdf = {https://hal.science/hal-04409601v1/file/sensors-23-04720-v3.pdf},
hal_id = {hal-04409601}
}

H. Pirhosseinloo and M. Amini, “Exploiting Balcony Sound Atmospheres for Automatic Prediction of Floors with a Voted-Majority Approach Based on Neural Networks,” Applied Sciences, vol. 13, iss. 10, p. 5834, 2023.
[Bibtex]

@article{pirhosseinloo:hal-04264532,
title = {{Exploiting Balcony Sound Atmospheres for Automatic Prediction of Floors with a Voted-Majority Approach Based on Neural Networks}},
author = {Pirhosseinloo, Hengameh and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-04264532},
journal = {{Applied Sciences}},
publisher = {{Multidisciplinary digital publishing institute (MDPI)}},
volume = {13},
number = {10},
pages = {5834},
year = {2023},
month = May,
doi = {10.3390/app13105834},
keywords = {soundscape ; Balcony ; machine learning ; sound recognition},
pdf = {https://hal.science/hal-04264532v1/file/applsci-2322983.pdf},
hal_id = {hal-04264532}
}

L. Billard, A. Douzal-Chouakria, and S. Y. Samadi, “Exploring dynamic structures in matrix-valued time series via principal component analysis,” Axioms, vol. 12, iss. 6, p. 570, 2023.
[Bibtex]

@article{DBLP:journals/axioms/BillardCS23,
author = {Lynne Billard and
Ahlame Douzal-Chouakria and
Seyed Yaser Samadi},
title = {Exploring Dynamic Structures in Matrix-Valued Time Series via Principal
Component Analysis},
journal = {Axioms},
volume = {12},
number = {6},
pages = {570},
year = {2023},
url = {https://doi.org/10.3390/axioms12060570},
doi = {10.3390/AXIOMS12060570},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/axioms/BillardCS23.bib}
}

P. Scales, V. Aubergé, and O. Aycard, “From Vocal Prosody to Movement Prosody, from HRI to Understanding Humans,” Interaction Studies – Special Issue on Vocal Interactivity in-and-between Humans, Animals and Robots, vol. 24, iss. 1, p. 130–167, 2023.
[Bibtex]

@article{scales:hal-03819084,
title = {{From Vocal Prosody to Movement Prosody, from HRI to Understanding Humans}},
author = {Scales, Philip and Auberg{\'{e}}, V{\'{e}}ronique and Aycard, Olivier},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03819084},
journal = {{Interaction Studies - Special Issue on Vocal Interactivity in-and-between Humans, Animals and Robots}},
publisher = {{John Benjamins Publishing Company}},
volume = {24},
number = {1},
pages = {130--167},
year = {2023},
doi = {10.1075/is.22010.sca},
keywords = {Corpus ; HRI ; Prosody of Movement},
pdf = {https://hal.univ-grenoble-alpes.fr/hal-03819084v1/file/v2_is_vihar_2022_HAL_preprint.pdf},
hal_id = {hal-03819084}
}

L. Hadjadj, M. Amini, and S. Louhichi, “Generalization guarantees of self-training of halfspaces under label noise corruption,” in Proceedings of the thirty-second international joint conference on artificial intelligence, IJCAI 2023, 19th-25th august 2023, macao, sar, china, Macau, China, 2023, p. 3777–3785.
[Bibtex]

@inproceedings{DBLP:conf/ijcai/HadjadjAL23,
author = {Lies Hadjadj and
Massih-Reza Amini and
Sana Louhichi},
title = {Generalization Guarantees of Self-Training of Halfspaces under Label
Noise Corruption},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {3777--3785},
year = {2023},
crossref = {DBLP:conf/ijcai/2023},
url = {https://doi.org/10.24963/ijcai.2023/420},
doi = {10.24963/IJCAI.2023/420},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
dblp_url = {https://dblp.org/rec/conf/ijcai/HadjadjAL23.bib},
hal_url = {https://hal.science/hal-04763760},
address = {Macau, China},
publisher = {{International Joint Conferences on Artificial Intelligence Organization}},
month = Aug,
pdf = {https://hal.science/hal-04763760v1/file/main.pdf},
hal_id = {hal-04763760}
}

C. K. Assaad, D. Bystrova, J. Arbel, E. Devijver, É. Gaussier, and W. Thuiller, “Hybrids of constraint-based and noise-based algorithms for causal discovery from time series,” Corr, vol. abs/2306.08765, 2023.
[Bibtex]

@article{DBLP:journals/corr/abs-2306-08765,
author = {Charles K. Assaad and
Daria Bystrova and
Julyan Arbel and
Emilie Devijver and
{\'{E}}ric Gaussier and
Wilfried Thuiller},
title = {Hybrids of Constraint-based and Noise-based Algorithms for Causal
Discovery from Time Series},
journal = {CoRR},
volume = {abs/2306.08765},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08765},
doi = {10.48550/ARXIV.2306.08765},
eprinttype = {arXiv},
eprint = {2306.08765},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2306-08765.bib}
}

P. Guérin, A. Deschamps, F. Mas, F. D. Geuser, P. Lhuissier, and M. Amini, “Impact of higher Fe and Mn contents on 6XXX alloys for the automotive industry,” in FEMS EUROMAT 2023, Frankfurt am Main, Germany, 2023.
[Bibtex]

@inproceedings{guerin:hal-04516115,
title = {{Impact of higher Fe and Mn contents on 6XXX alloys for the automotive industry}},
author = {Gu{\'{e}}rin, Pierre and Deschamps, Alexis and Mas, Fanny and Geuser, Fr{\'{e}}d{\'{e}}ric De and Lhuissier, Pierre and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-04516115},
booktitle = {{FEMS EUROMAT 2023}},
address = {Frankfurt am Main, Germany},
year = {2023},
month = Sep,
hal_id = {hal-04516115}
}

A. Audibert, M. Amini, K. Usevich, and M. Clausel, “Low-rank updates of pre-trained weights for multi-task learning,” in Findings of the association for computational linguistics: ACL 2023, toronto, canada, july 9-14, 2023, 2023, p. 7544–7554.
[Bibtex]

@inproceedings{DBLP:conf/acl/AudibertAUC23,
author = {Alexandre Audibert and
Massih-Reza Amini and
Konstantin Usevich and
Marianne Clausel},
title = {Low-Rank Updates of pre-trained Weights for Multi-Task Learning},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {7544--7554},
year = {2023},
crossref = {DBLP:conf/acl/2023f},
url = {https://doi.org/10.18653/v1/2023.findings-acl.476},
doi = {10.18653/V1/2023.FINDINGS-ACL.476},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/acl/AudibertAUC23.bib}
}

L. Hadjadj, E. Devijver, R. Molinier, and M. Amini, “Pool-based active learning with proper topological regions,” Corr, vol. abs/2310.01597, 2023.
[Bibtex]

@article{DBLP:journals/corr/abs-2310-01597,
author = {Lies Hadjadj and
Emilie Devijver and
R{\'{e}}mi Molinier and
Massih-Reza Amini},
title = {Pool-Based Active Learning with Proper Topological Regions},
journal = {CoRR},
volume = {abs/2310.01597},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01597},
doi = {10.48550/ARXIV.2310.01597},
eprinttype = {arXiv},
eprint = {2310.01597},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2310-01597.bib}
}

C. Assaad, E. Devijver, and E. Gaussier, “Survey and Evaluation of Causal Discovery Methods for Time Series,” in Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23), Macao, China, 2023, pp. 6839-6844.
[Bibtex]

@inproceedings{DBLP:conf/ijcai/AssaadDG23,
title = {{Survey and Evaluation of Causal Discovery Methods for Time Series}},
author = {Assaad, Charles and Devijver, Emilie and Gaussier, Eric},
hal_url = {https://hal.science/hal-04500474},
booktitle = {{Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23)}},
address = {Macao, China},
organization = {{IJCAI}},
publisher = {{International Joint Conferences on Artificial Intelligence Organization}},
pages = {6839-6844},
year = {2023},
month = Aug,
doi = {10.24963/ijcai.2023/766},
keywords = {Uncertainty in AI ; Causality ; structural causal models and causal inference ; Machine Learning ; Time series and data streams},
hal_id = {hal-04500474},
crossref = {DBLP:conf/ijcai/2023},
url = {https://doi.org/10.24963/ijcai.2023/766},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
dblp_url = {https://dblp.org/rec/conf/ijcai/AssaadDG23.bib}
}

M. Li, D. N. Popa, J. Chagnon, Y. G. Cinar, and É. Gaussier, “The power of selecting key blocks with local pre-ranking for long document information retrieval,” ACM trans. inf. syst., vol. 41, iss. 3, p. 73:1–73:35, 2023.
[Bibtex]

@article{DBLP:journals/tois/LiPCCG23,
author = {Minghan Li and
Diana Nicoleta Popa and
Johan Chagnon and
Yagmur Gizem Cinar and
{\'{E}}ric Gaussier},
title = {The Power of Selecting Key Blocks with Local Pre-ranking for Long
Document Information Retrieval},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {3},
pages = {73:1--73:35},
year = {2023},
url = {https://doi.org/10.1145/3568394},
doi = {10.1145/3568394},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/tois/LiPCCG23.bib}
}

M. Li, D. N. Popa, J. Chagnon, Y. G. Cinar, and É. Gaussier, “The power of selecting key blocks with local pre-ranking for long document information retrieval,” in Actes de CORIA-TALN 2023. actes de la 18e conférence en recherche d’information et applications, CORIA 203, paris, france, june 5-9, 2023, Paris, France, 2023, p. 213.
[Bibtex]

@inproceedings{DBLP:conf/taln/LiPCCG23,
author = {Minghan Li and
Diana Nicoleta Popa and
Johan Chagnon and
Yagmur Gizem Cinar and
{\'{E}}ric Gaussier},
title = {The Power of Selecting Key Blocks with Local Pre-ranking for Long
Document Information Retrieval},
booktitle = {Actes de {CORIA-TALN} 2023. Actes de la 18e Conf{\'{e}}rence en Recherche
d'Information et Applications, {CORIA} 203, Paris, France, June 5-9,
2023},
pages = {213},
year = {2023},
crossref = {DBLP:conf/taln/2023coria},
url = {https://aclanthology.org/2023.jeptalnrecital-coria.17},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/taln/LiPCCG23.bib},
hal_url = {https://hal.science/hal-04131570},
address = {Paris, France},
editor = {Zargayouna, Ha{\"{i}}fa},
publisher = {{ATALA}},
month = Jun,
keywords = {Mod{\`{e}}les de langue ; mod{\`{e}}les neuronaux ; recherche d'information dans les documents longs},
hal_id = {hal-04131570}
}

M. Li and E. Gaussier, “Adaptation de domaine pour la recherche dense par annotation automatique,” in 18e Conférence en Recherche d’Information et Applications – 16e Rencontres Jeunes Chercheurs en RI – 30e Conférence sur le Traitement Automatique des Langues Naturelles – 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, Paris, France, 2023, pp. 93-110.
[Bibtex]

@inproceedings{li:hal-04131568,
title = {{Adaptation de domaine pour la recherche dense par annotation automatique}},
author = {Li, Minghan and Gaussier, Eric},
hal_url = {https://hal.science/hal-04131568},
booktitle = {{18e Conf{\'{e}}rence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conf{\'{e}}rence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des {\'{E}}tudiants Chercheurs en Informatique pour le Traitement Automatique des Langues}},
address = {Paris, France},
editor = {Zargayouna, Ha{\"{i}}fa},
publisher = {{ATALA}},
pages = {93-110},
year = {2023},
keywords = {Adaptation de domaine ; apprentissage auto ; supervis{\'{e}} ; recherche d'information neuronale},
pdf = {https://hal.science/hal-04131568/file/480548.pdf},
hal_id = {hal-04131568}
}

@article{DBLP:journals/cbm/BernardiniDRFA23,
author = {Michele Bernardini and
Anastasiia Doinychko and
Luca Romeo and
Emanuele Frontoni and
Massih-Reza Amini},
title = {A novel missing data imputation approach based on clinical conditional
Generative Adversarial Networks applied to {EHR} datasets},
journal = {Comput. Biol. Medicine},
volume = {163},
pages = {107188},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.107188},
doi = {10.1016/J.COMPBIOMED.2023.107188},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/cbm/BernardiniDRFA23.bib}
}

@article{garkavenko:hal-04278158,
title = {{Assessing the Factors Related to a Start-Up's Valuation Using Prediction and Causal Discovery}},
author = {Garkavenko, Mariia and Beliaeva, Tatiana and Gaussier, Eric and Mirisaee, Hamid and Lagnier, C{\'{e}}dric and Guerraz, Agn{\`{e}}s},
hal_url = {https://hal.science/hal-04278158},
journal = {{Entrepreneurship Theory and Practice}},
publisher = {{Wiley}},
volume = {47},
number = {5},
pages = {2017-2044},
year = {2023},
month = Sep,
doi = {10.1177/10422587221121291},
hal_id = {hal-04278158}
}

@article{DBLP:journals/corr/abs-2307-15678,
author = {Ali A{\"{\i}}t-Bachir and
Charles K. Assaad and
Christophe de Bignicourt and
Emilie Devijver and
Simon Ferreira and
{\'{E}}ric Gaussier and
Hosein Mohanna and
Lei Zan},
title = {Case Studies of Causal Discovery from {IT} Monitoring Time Series},
journal = {CoRR},
volume = {abs/2307.15678},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.15678},
doi = {10.48550/ARXIV.2307.15678},
eprinttype = {arXiv},
eprint = {2307.15678},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2307-15678.bib}
}

A. Malkova, M. Amini, B. Denis, and C. Villien, “Deep learning with partially labeled data for radio map reconstruction,” Corr, vol. abs/2306.05294, 2023.
[Bibtex]

@article{DBLP:journals/corr/abs-2306-05294,
author = {Aleksandra Malkova and
Massih-Reza Amini and
Beno{\^{\i}}t Denis and
Christophe Villien},
title = {Deep Learning with Partially Labeled Data for Radio Map Reconstruction},
journal = {CoRR},
volume = {abs/2306.05294},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05294},
doi = {10.48550/ARXIV.2306.05294},
eprinttype = {arXiv},
eprint = {2306.05294},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2306-05294.bib}
}

@article{DBLP:journals/nle/ChebelLG23,
author = {Mohamed Chebel and
Chiraz Latiri and
{\'{E}}ric Gaussier},
title = {Efficient bilingual lexicon extraction from comparable corpora based
on formal concepts analysis},
journal = {Nat. Lang. Eng.},
volume = {29},
number = {1},
pages = {138--161},
year = {2023},
url = {https://doi.org/10.1017/S135132492100022X},
doi = {10.1017/S135132492100022X},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/nle/ChebelLG23.bib}
}

J. Gómez, O. Aycard, and J. Baber, “Efficient detection and tracking of human using 3d lidar sensor,” Sensors, vol. 23, iss. 10, p. 4720, 2023.
[Bibtex]

@article{DBLP:journals/sensors/GomezAB23,
author = {Juan G{\'{o}}mez and
Olivier Aycard and
Junaid Baber},
title = {Efficient Detection and Tracking of Human Using 3D LiDAR Sensor},
journal = {Sensors},
volume = {23},
number = {10},
pages = {4720},
year = {2023},
url = {https://doi.org/10.3390/s23104720},
doi = {10.3390/S23104720},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/sensors/GomezAB23.bib}
}

@article{pirhosseinloo:hal-04264532,
title = {{Exploiting Balcony Sound Atmospheres for Automatic Prediction of Floors with a Voted-Majority Approach Based on Neural Networks}},
author = {Pirhosseinloo, Hengameh and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-04264532},
journal = {{Applied Sciences}},
publisher = {{Multidisciplinary digital publishing institute (MDPI)}},
volume = {13},
number = {10},
pages = {5834},
year = {2023},
month = May,
doi = {10.3390/app13105834},
keywords = {soundscape ; Balcony ; machine learning ; sound recognition},
pdf = {https://hal.science/hal-04264532/file/applsci-2322983.pdf},
hal_id = {hal-04264532}
}

P. Scales, V. Aubergé, and O. Aycard, “From vocal prosody to movement prosody, from HRI to understanding humans,” Interaction Studies, 2023.
[Bibtex]

@article{scales:hal-03923456,
title = {{From vocal prosody to movement prosody, from HRI to understanding humans}},
author = {Scales, Philip and Auberg{\'{e}}, Veronique and Aycard, Olivier},
hal_url = {https://hal.science/hal-03923456},
journal = {{Interaction Studies}},
publisher = {{John Benjamins Publishing Co}},
year = {2023},
hal_id = {hal-03923456}
}

@inproceedings{DBLP:conf/ijcai/HadjadjAL23,
author = {Lies Hadjadj and
Massih-Reza Amini and
Sana Louhichi},
title = {Generalization Guarantees of Self-Training of Halfspaces under Label
Noise Corruption},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {3777--3785},
year = {2023},
crossref = {DBLP:conf/ijcai/2023},
url = {https://doi.org/10.24963/ijcai.2023/420},
doi = {10.24963/IJCAI.2023/420},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
dblp_url = {https://dblp.org/rec/conf/ijcai/HadjadjAL23.bib}
}

@article{DBLP:journals/corr/abs-2306-08765,
author = {Charles K. Assaad and
Daria Bystrova and
Julyan Arbel and
Emilie Devijver and
{\'{E}}ric Gaussier and
Wilfried Thuiller},
title = {Hybrids of Constraint-based and Noise-based Algorithms for Causal
Discovery from Time Series},
journal = {CoRR},
volume = {abs/2306.08765},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08765},
doi = {10.48550/ARXIV.2306.08765},
eprinttype = {arXiv},
eprint = {2306.08765},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2306-08765.bib}
}

@inproceedings{DBLP:conf/acl/AudibertAUC23,
author = {Alexandre Audibert and
Massih-Reza Amini and
Konstantin Usevich and
Marianne Clausel},
title = {Low-Rank Updates of pre-trained Weights for Multi-Task Learning},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {7544--7554},
year = {2023},
crossref = {DBLP:conf/acl/2023f},
url = {https://doi.org/10.18653/v1/2023.findings-acl.476},
doi = {10.18653/V1/2023.FINDINGS-ACL.476},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/acl/AudibertAUC23.bib}
}

L. Hadjadj, E. Devijver, R. Molinier, and M. Amini, “Pool-based active learning with proper topological regions,” Corr, vol. abs/2310.01597, 2023.
[Bibtex]

@article{DBLP:journals/corr/abs-2310-01597,
author = {Lies Hadjadj and
Emilie Devijver and
R{\'{e}}mi Molinier and
Massih-Reza Amini},
title = {Pool-Based Active Learning with Proper Topological Regions},
journal = {CoRR},
volume = {abs/2310.01597},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01597},
doi = {10.48550/ARXIV.2310.01597},
eprinttype = {arXiv},
eprint = {2310.01597},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2310-01597.bib}
}

C. K. Assaad, E. Devijver, and É. Gaussier, “Survey and evaluation of causal discovery methods for time series (extended abstract),” in Proceedings of the thirty-second international joint conference on artificial intelligence, IJCAI 2023, 19th-25th august 2023, macao, sar, china, 2023, p. 6839–6844.
[Bibtex]

@inproceedings{DBLP:conf/ijcai/AssaadDG23,
author = {Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier},
title = {Survey and Evaluation of Causal Discovery Methods for Time Series
(Extended Abstract)},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6839--6844},
year = {2023},
crossref = {DBLP:conf/ijcai/2023},
url = {https://doi.org/10.24963/ijcai.2023/766},
doi = {10.24963/IJCAI.2023/766},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
dblp_url = {https://dblp.org/rec/conf/ijcai/AssaadDG23.bib}
}

@article{DBLP:journals/tois/LiPCCG23,
author = {Minghan Li and
Diana Nicoleta Popa and
Johan Chagnon and
Yagmur Gizem Cinar and
{\'{E}}ric Gaussier},
title = {The Power of Selecting Key Blocks with Local Pre-ranking for Long
Document Information Retrieval},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {3},
pages = {73:1--73:35},
year = {2023},
url = {https://doi.org/10.1145/3568394},
doi = {10.1145/3568394},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/tois/LiPCCG23.bib}
}

M. Li, D. N. Popa, J. Chagnon, Y. G. Cinar, and E. Gaussier, “The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval,” in 18e Conférence en Recherche d’Information et Applications – 16e Rencontres Jeunes Chercheurs en RI – 30e Conférence sur le Traitement Automatique des Langues Naturelles – 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, Paris, France, 2023, pp. 213-213.
[Bibtex]

@inproceedings{li:hal-04131570,
title = {{The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval}},
author = {Li, Minghan and Popa, Diana Nicoleta and Chagnon, Johan and Cinar, Yagmur Gizem and Gaussier, Eric},
hal_url = {https://hal.science/hal-04131570},
booktitle = {{18e Conf{\'{e}}rence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conf{\'{e}}rence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des {\'{E}}tudiants Chercheurs en Informatique pour le Traitement Automatique des Langues}},
address = {Paris, France},
editor = {Zargayouna, Ha{\"{i}}fa},
publisher = {{ATALA}},
pages = {213-213},
year = {2023},
month = Jun,
keywords = {Mod{\`{e}}les de langue ; mod{\`{e}}les neuronaux ; recherche d'information dans les documents longs},
hal_id = {hal-04131570}
}

F. Boulmaiz, P. Reignier, and S. Ploix, “Exploring incompleteness in case-based reasoning: A strategy for overcoming challenge,” in Intelligent information and database systems – 15th asian conference, ACIIDS 2023, phuket, thailand, july 24-26, 2023, proceedings, part I, 2023, p. 17–30.
[Bibtex]

@inproceedings{DBLP:conf/aciids/BoulmaizRP23a,
author = {Fateh Boulmaiz and
Patrick Reignier and
St{\'{e}}phane Ploix},
title = {Exploring Incompleteness in Case-Based Reasoning: {A} Strategy for
Overcoming Challenge},
booktitle = {Intelligent Information and Database Systems - 15th Asian Conference,
{ACIIDS} 2023, Phuket, Thailand, July 24-26, 2023, Proceedings, Part
{I}},
pages = {17--30},
year = {2023},
crossref = {DBLP:conf/aciids/2023-1},
url = {https://doi.org/10.1007/978-981-99-5834-4\_2},
doi = {10.1007/978-981-99-5834-4\_2},
timestamp = {Sun, 10 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/aciids/BoulmaizRP23a.bib}
}

F. Boulmaiz, P. Reignier, and S. Ploix, “Exploring the power of failed experiences in case-based reasoning for improved decision making,” in Artificial intelligence applications and innovations – 19th IFIP WG 12.5 international conference, AIAI 2023, león, spain, june 14-17, 2023, proceedings, part I, 2023, p. 201–213.
[Bibtex]

@inproceedings{DBLP:conf/ifip12/BoulmaizRP23,
author = {Fateh Boulmaiz and
Patrick Reignier and
St{\'{e}}phane Ploix},
title = {Exploring the Power of Failed Experiences in Case-Based Reasoning
for Improved Decision Making},
booktitle = {Artificial Intelligence Applications and Innovations - 19th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2023, Le{\'{o}}n, Spain,
June 14-17, 2023, Proceedings, Part {I}},
pages = {201--213},
year = {2023},
crossref = {DBLP:conf/ifip12/2023aiai1},
url = {https://doi.org/10.1007/978-3-031-34111-3\_18},
doi = {10.1007/978-3-031-34111-3\_18},
timestamp = {Mon, 05 Jun 2023 15:51:45 +0200},
dblp_url = {https://dblp.org/rec/conf/ifip12/BoulmaizRP23.bib}
}

F. Charpillet, S. Ploix, and P. Reignier, “Introduction (EN),” Revue ouverte d’intelligence artificielle (ROIA), vol. 4, iss. 1, p. 11–19, 2023.
[Bibtex]

@article{DBLP:journals/roia/CharpilletPR23a,
author = {Fran{\c{c}}ois Charpillet and
St{\'{e}}phane Ploix and
Patrick Reignier},
title = {Introduction {(EN)}},
journal = {Revue Ouverte d'Intelligence Artificielle {(ROIA)}},
volume = {4},
number = {1},
pages = {11--19},
year = {2023},
url = {https://doi.org/10.5802/roia.48en},
doi = {10.5802/ROIA.48EN},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/roia/CharpilletPR23a.bib}
}

F. Boulmaiz, P. Reignier, and S. Ploix, “Learning from successes and failures: an exploration of a case-based reasoning technique,” in Advances and trends in artificial intelligence. theory and applications – 36th international conference on industrial, engineering and other applications of applied intelligent systems, IEA/AIE 2023, shanghai, china, july 19-22, 2023, proceedings, part I, 2023, p. 74–87.
[Bibtex]

@inproceedings{DBLP:conf/ieaaie/BoulmaizRP23b,
author = {Fateh Boulmaiz and
Patrick Reignier and
St{\'{e}}phane Ploix},
title = {Learning from Successes and Failures: An Exploration of a Case-Based
Reasoning Technique},
booktitle = {Advances and Trends in Artificial Intelligence. Theory and Applications
- 36th International Conference on Industrial, Engineering and Other
Applications of Applied Intelligent Systems, {IEA/AIE} 2023, Shanghai,
China, July 19-22, 2023, Proceedings, Part {I}},
pages = {74--87},
year = {2023},
crossref = {DBLP:conf/ieaaie/2023-1},
url = {https://doi.org/10.1007/978-3-031-36819-6\_7},
doi = {10.1007/978-3-031-36819-6\_7},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ieaaie/BoulmaizRP23b.bib}
}

F. Boulmaiz, P. Reignier, and S. Ploix, “Leveraging both successes and failures in case-based reasoning for optimal solutions,” in Intelligent information and database systems – 15th asian conference, ACIIDS 2023, phuket, thailand, july 24-26, 2023, proceedings, part I, 2023, p. 31–44.
[Bibtex]

@inproceedings{DBLP:conf/aciids/BoulmaizRP23b,
author = {Fateh Boulmaiz and
Patrick Reignier and
St{\'{e}}phane Ploix},
title = {Leveraging both Successes and Failures in Case-Based Reasoning for
Optimal Solutions},
booktitle = {Intelligent Information and Database Systems - 15th Asian Conference,
{ACIIDS} 2023, Phuket, Thailand, July 24-26, 2023, Proceedings, Part
{I}},
pages = {31--44},
year = {2023},
crossref = {DBLP:conf/aciids/2023-1},
url = {https://doi.org/10.1007/978-981-99-5834-4\_3},
doi = {10.1007/978-981-99-5834-4\_3},
timestamp = {Sun, 10 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/aciids/BoulmaizRP23b.bib}
}

F. Boulmaiz, P. Reignier, and S. Ploix, “Mind the gap: addressing incompleteness challenge in case-based reasoning applications,” in Artificial intelligence applications and innovations – 19th IFIP WG 12.5 international conference, AIAI 2023, león, spain, june 14-17, 2023, proceedings, part I, 2023, p. 225–239.
[Bibtex]

@inproceedings{DBLP:conf/ifip12/BoulmaizRP23a,
author = {Fateh Boulmaiz and
Patrick Reignier and
St{\'{e}}phane Ploix},
title = {Mind the Gap: Addressing Incompleteness Challenge in Case-Based Reasoning
Applications},
booktitle = {Artificial Intelligence Applications and Innovations - 19th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2023, Le{\'{o}}n, Spain,
June 14-17, 2023, Proceedings, Part {I}},
pages = {225--239},
year = {2023},
crossref = {DBLP:conf/ifip12/2023aiai1},
url = {https://doi.org/10.1007/978-3-031-34111-3\_20},
doi = {10.1007/978-3-031-34111-3\_20},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ifip12/BoulmaizRP23a.bib}
}

F. Boulmaiz, P. Reignier, and S. Ploix, “On completeness-aware reasoning in case-based reasoning,” in Advances and trends in artificial intelligence. theory and applications – 36th international conference on industrial, engineering and other applications of applied intelligent systems, IEA/AIE 2023, shanghai, china, july 19-22, 2023, proceedings, part I, 2023, p. 60–73.
[Bibtex]

@inproceedings{DBLP:conf/ieaaie/BoulmaizRP23a,
author = {Fateh Boulmaiz and
Patrick Reignier and
St{\'{e}}phane Ploix},
title = {On Completeness-Aware Reasoning in Case-Based Reasoning},
booktitle = {Advances and Trends in Artificial Intelligence. Theory and Applications
- 36th International Conference on Industrial, Engineering and Other
Applications of Applied Intelligent Systems, {IEA/AIE} 2023, Shanghai,
China, July 19-22, 2023, Proceedings, Part {I}},
pages = {60--73},
year = {2023},
crossref = {DBLP:conf/ieaaie/2023-1},
url = {https://doi.org/10.1007/978-3-031-36819-6\_6},
doi = {10.1007/978-3-031-36819-6\_6},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ieaaie/BoulmaizRP23a.bib}
}

F. Boulmaiz, P. Reignier, and S. Ploix, “On the improvement of the reasoning cycle in case-based reasoning,” in Intelligent information and database systems – 15th asian conference, ACIIDS 2023, phuket, thailand, july 24-26, 2023, proceedings, part I, 2023, p. 3–16.
[Bibtex]

@inproceedings{DBLP:conf/aciids/BoulmaizRP23,
author = {Fateh Boulmaiz and
Patrick Reignier and
St{\'{e}}phane Ploix},
title = {On the Improvement of the Reasoning Cycle in Case-Based Reasoning},
booktitle = {Intelligent Information and Database Systems - 15th Asian Conference,
{ACIIDS} 2023, Phuket, Thailand, July 24-26, 2023, Proceedings, Part
{I}},
pages = {3--16},
year = {2023},
crossref = {DBLP:conf/aciids/2023-1},
url = {https://doi.org/10.1007/978-981-99-5834-4\_1},
doi = {10.1007/978-981-99-5834-4\_1},
timestamp = {Sun, 10 Sep 2023 08:54:56 +0200},
dblp_url = {https://dblp.org/rec/conf/aciids/BoulmaizRP23.bib}
}

F. Boulmaiz, P. Reignier, and S. Ploix, “Reducing reliance on domain knowledge in case-based reasoning,” in Advances and trends in artificial intelligence. theory and applications – 36th international conference on industrial, engineering and other applications of applied intelligent systems, IEA/AIE 2023, shanghai, china, july 19-22, 2023, proceedings, part I, 2023, p. 3–13.
[Bibtex]

@inproceedings{DBLP:conf/ieaaie/BoulmaizRP23,
author = {Fateh Boulmaiz and
Patrick Reignier and
St{\'{e}}phane Ploix},
title = {Reducing Reliance on Domain Knowledge in Case-Based Reasoning},
booktitle = {Advances and Trends in Artificial Intelligence. Theory and Applications
- 36th International Conference on Industrial, Engineering and Other
Applications of Applied Intelligent Systems, {IEA/AIE} 2023, Shanghai,
China, July 19-22, 2023, Proceedings, Part {I}},
pages = {3--13},
year = {2023},
crossref = {DBLP:conf/ieaaie/2023-1},
url = {https://doi.org/10.1007/978-3-031-36819-6\_1},
doi = {10.1007/978-3-031-36819-6\_1},
timestamp = {Wed, 26 Jul 2023 08:43:09 +0200},
dblp_url = {https://dblp.org/rec/conf/ieaaie/BoulmaizRP23.bib}
}

A. Petrusev, M. A. Putratama, R. Rigo-Mariani, V. Debusschere, P. Reignier, and N. Hadjsaid, “Reinforcement learning for robust voltage control in distribution grids under uncertainties,” Sustainable Energy, Grids and Networks, vol. 33, p. 100959, 2023.
[Bibtex]

@article{petrusev:hal-03912935,
title = {{Reinforcement learning for robust voltage control in distribution grids under uncertainties}},
author = {Petrusev, Aleksandr and Putratama, Muhammad Andy and Rigo-Mariani, R{\'{e}}my and Debusschere, Vincent and Reignier, Patrick and Hadjsaid, Nouredine},
hal_url = {https://hal.science/hal-03912935},
journal = {{Sustainable Energy, Grids and Networks}},
publisher = {{Elsevier}},
volume = {33},
pages = {100959},
year = {2023},
month = Mar,
doi = {10.1016/j.segan.2022.100959},
keywords = {Voltage control ; Reinforcement Learning ; TD3PG ; PPO ; Flexibility ; PV production ; Batteries ; Distribution Grid ; Second-order conic relaxation ; Optimal Power Flow},
pdf = {https://hal.science/hal-03912935/file/2022_SEGAN.pdf},
hal_id = {hal-03912935}
}

2022

L. Zan, A. Meynaoui, C. K. Assaad, E. Devijver, and É. Gaussier, “A conditional mutual information estimator for mixed data and an associated conditional independence test,” Entropy, vol. 24, iss. 9, p. 1234, 2022.
[Bibtex]

@article{DBLP:journals/entropy/ZanMADG22,
author = {Lei Zan and
Anouar Meynaoui and
Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier},
title = {A Conditional Mutual Information Estimator for Mixed Data and an Associated
Conditional Independence Test},
journal = {Entropy},
volume = {24},
number = {9},
pages = {1234},
year = {2022},
url = {https://doi.org/10.3390/e24091234},
doi = {10.3390/E24091234},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/entropy/ZanMADG22.bib},
hal_url = {https://hal.science/hal-03806590},
publisher = {{MDPI}},
month = Sep,
keywords = {Mixed data ; conditional mutual information ; conditional independence testing ; permutation tests},
pdf = {https://hal.science/hal-03806590/file/Lei_2022.pdf},
hal_id = {hal-03806590}
}

B. Afshinpour, R. Groz, and M. Amini, “Apprentissage collaboratif pour la réduction des log de test et la prédiction des anomalies sur les log de monitoring,” in Conférence d’Apprentissage (CAp), Vannes, France, 2022.
[Bibtex]

@inproceedings{afshinpour:hal-03723447,
title = {{Apprentissage collaboratif pour la r{\'{e}}duction des log de test et la pr{\'{e}}diction des anomalies sur les log de monitoring}},
author = {Afshinpour, Bahareh and Groz, Roland and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-03723447},
booktitle = {{Conf{\'{e}}rence d'Apprentissage (CAp)}},
address = {Vannes, France},
year = {2022},
month = Jul,
pdf = {https://hal.science/hal-03723447/file/Apprentissage_collaboratif_pour_la_reduction_des_log_de_test_et_la_prediction_des_anomalies_sur_les_log_de_monitoring.pdf},
hal_id = {hal-03723447}
}

L. Hadjadj, M. Amini, S. Louhichi, and A. Deschamps, “Auto-apprentissage de demi-espaces avec des garanties de généralisation sous le modèle de bruit de Massart,” in Conférence sur l’Apprentissage Automatique (CAp), Vannes, France, 2022.
[Bibtex]

@inproceedings{hadjadj:hal-03723453,
title = {{Auto-apprentissage de demi-espaces avec des garanties de g{\'{e}}n{\'{e}}ralisation sous le mod{\`{e}}le de bruit de Massart}},
author = {Hadjadj, Lies and Amini, Massih-Reza and Louhichi, Sana and Deschamps, Alexis},
hal_url = {https://hal.science/hal-03723453},
booktitle = {{Conf{\'{e}}rence sur l'Apprentissage Automatique (CAp)}},
address = {Vannes, France},
year = {2022},
month = Jul,
keywords = {Apprentissage semi-supervis{\'{e}} ; Bruit de Massart},
pdf = {https://hal.science/hal-03723453/file/SSL_with_Massart_noise.pdf},
hal_id = {hal-03723453}
}

M. Li and É. Gaussier, “Bert-based dense intra-ranking and contextualized late interaction via multi-task learning for long document retrieval,” in SIGIR ’22: the 45th international ACM SIGIR conference on research and development in information retrieval, madrid, spain, july 11 – 15, 2022, 2022, p. 2347–2352.
[Bibtex]

@inproceedings{DBLP:conf/sigir/LiG22,
author = {Minghan Li and
{\'{E}}ric Gaussier},
title = {BERT-based Dense Intra-ranking and Contextualized Late Interaction
via Multi-task Learning for Long Document Retrieval},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2347--2352},
year = {2022},
crossref = {DBLP:conf/sigir/2022},
url = {https://doi.org/10.1145/3477495.3531856},
doi = {10.1145/3477495.3531856},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/sigir/LiG22.bib}
}

B. Afshinpour, R. Groz, and M. Amini, “Correlating test events with monitoring logs for test log reduction and anomaly prediction,” in IEEE international symposium on software reliability engineering workshops, ISSRE 2022 – workshops, charlotte, nc, usa, october 31 – nov. 3, 2022, Charlotte, United States, 2022, p. 274–280.
[Bibtex]

@inproceedings{DBLP:conf/issre/AfshinpourGA22,
author = {Bahareh Afshinpour and
Roland Groz and
Massih-Reza Amini},
title = {Correlating Test Events With Monitoring Logs For Test Log Reduction
And Anomaly Prediction},
booktitle = {{IEEE} International Symposium on Software Reliability Engineering
Workshops, {ISSRE} 2022 - Workshops, Charlotte, NC, USA, October 31
- Nov. 3, 2022},
pages = {274--280},
year = {2022},
crossref = {DBLP:conf/issre/2022w},
url = {https://doi.org/10.1109/ISSREW55968.2022.00079},
doi = {10.1109/ISSREW55968.2022.00079},
timestamp = {Tue, 03 Jan 2023 17:09:36 +0100},
dblp_url = {https://dblp.org/rec/conf/issre/AfshinpourGA22.bib},
hal_url = {https://hal.science/hal-03970805},
address = {Charlotte, United States},
publisher = {{IEEE}},
month = Oct,
keywords = {Software testing Log analysis Anomaly prediction ; Software testing ; Log analysis ; Anomaly prediction ; Software testing Log analysis Anomaly prediction},
pdf = {https://hal.science/hal-03970805/file/IWSF_2022_CR%2813.09.2022%29.pdf},
hal_id = {hal-03970805}
}

C. K. Assaad, E. Devijver, and É. Gaussier, “Discovery of extended summary graphs in time series,” in Uncertainty in artificial intelligence, proceedings of the thirty-eighth conference on uncertainty in artificial intelligence, UAI 2022, 1-5 august 2022, eindhoven, the netherlands, 2022, p. 96–106.
[Bibtex]

@inproceedings{DBLP:conf/uai/AssaadDG22,
author = {Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier},
title = {Discovery of extended summary graphs in time series},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
pages = {96--106},
year = {2022},
crossref = {DBLP:conf/uai/2022},
url = {https://proceedings.mlr.press/v180/assaad22a.html},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/uai/AssaadDG22.bib}
}

M. Li and É. Gaussier, “Domain adaptation for dense retrieval through self-supervision by pseudo-relevance labeling,” Corr, vol. abs/2212.06552, 2022.
[Bibtex]

@article{DBLP:journals/corr/abs-2212-06552,
author = {Minghan Li and
{\'{E}}ric Gaussier},
title = {Domain Adaptation for Dense Retrieval through Self-Supervision by
Pseudo-Relevance Labeling},
journal = {CoRR},
volume = {abs/2212.06552},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.06552},
doi = {10.48550/ARXIV.2212.06552},
eprinttype = {arXiv},
eprint = {2212.06552},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2212-06552.bib}
}

C. K. Assaad, E. Devijver, and É. Gaussier, “Entropy-based discovery of summary causal graphs in time series,” Entropy, vol. 24, iss. 8, p. 1156, 2022.
[Bibtex]

@article{DBLP:journals/entropy/AssaadDG22,
author = {Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier},
title = {Entropy-Based Discovery of Summary Causal Graphs in Time Series},
journal = {Entropy},
volume = {24},
number = {8},
pages = {1156},
year = {2022},
url = {https://doi.org/10.3390/e24081156},
doi = {10.3390/E24081156},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/entropy/AssaadDG22.bib},
eprinttype = {arXiv},
eprint = {2105.10381},
hal_url = {https://hal.science/hal-03765359},
publisher = {{MDPI}},
month = Aug,
hal_id = {hal-03765359}
}

@article{scales:hal-03819084,
title = {{From Vocal Prosody to Movement Prosody, from HRI to Understanding Humans}},
author = {Scales, Philip and Auberg{\'{e}}, V{\'{e}}ronique and Aycard, Olivier},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03819084},
journal = {{Interaction Studies - Special Issue on Vocal Interactivity in-and-between Humans, Animals and Robots}},
publisher = {{John Benjamins Publishing Company}},
year = {2022},
keywords = {Corpus ; HRI ; Prosody of Movement},
pdf = {https://hal.univ-grenoble-alpes.fr/hal-03819084/file/v2_is_vihar_2022_HAL_preprint.pdf},
hal_id = {hal-03819084}
}

P. Zheng, P. Wieber, J. Baber, and O. Aycard, “Human arm motion prediction for collision avoidance in a shared workspace,” Sensors, vol. 22, iss. 18, p. 6951, 2022.
[Bibtex]

@article{DBLP:journals/sensors/ZhengWBA22,
author = {Pu Zheng and
Pierre-Brice Wieber and
Junaid Baber and
Olivier Aycard},
title = {Human Arm Motion Prediction for Collision Avoidance in a Shared Workspace},
journal = {Sensors},
volume = {22},
number = {18},
pages = {6951},
year = {2022},
url = {https://doi.org/10.3390/s22186951},
doi = {10.3390/S22186951},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/sensors/ZhengWBA22.bib},
hal_url = {https://hal.science/hal-03789355},
publisher = {{MDPI}},
month = Sep,
keywords = {human robot collaboration ; human motion prediction ; collision avoidance},
pdf = {https://hal.science/hal-03789355/file/sensors-22-06951-v2.pdf},
hal_id = {hal-03789355}
}

C. K. Assaad, E. Devijver, and É. Gaussier, “Inferring extended summary causal graphs from observational time series,” Corr, vol. abs/2205.09422, 2022.
[Bibtex]

@article{DBLP:journals/corr/abs-2205-09422,
author = {Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier},
title = {Inferring extended summary causal graphs from observational time series},
journal = {CoRR},
volume = {abs/2205.09422},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09422},
doi = {10.48550/ARXIV.2205.09422},
eprinttype = {arXiv},
eprint = {2205.09422},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2205-09422.bib}
}

M. Li and É. Gaussier, “Intra-document block pre-ranking for bert-based long document information retrieval – abstract,” in Proceedings of the 2nd joint conference of the information retrieval communities in europe (CIRCLE 2022), samatan, gers, france, july 4-7, 2022, 2022.
[Bibtex]

@inproceedings{DBLP:conf/circle/LiG22,
author = {Minghan Li and
{\'{E}}ric Gaussier},
title = {Intra-document Block Pre-ranking for BERT-based Long Document Information
Retrieval - Abstract},
booktitle = {Proceedings of the 2nd Joint Conference of the Information Retrieval
Communities in Europe {(CIRCLE} 2022), Samatan, Gers, France, July
4-7, 2022},
year = {2022},
crossref = {DBLP:conf/circle/2022},
url = {https://ceur-ws.org/Vol-3178/CIRCLE\_2022\_paper\_27.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:56 +0100},
dblp_url = {https://dblp.org/rec/conf/circle/LiG22.bib}
}

A. Burashnikova, Y. Maximov, M. Clausel, C. Laclau, F. Iutzeler, and M. Amini, “Learning over no-preferred and preferred sequence of items for robust recommendation (extended abstract),” Corr, vol. abs/2202.13240, 2022.
[Bibtex]

@article{DBLP:journals/corr/abs-2202-13240,
author = {Aleksandra Burashnikova and
Yury Maximov and
Marianne Clausel and
Charlotte Laclau and
Franck Iutzeler and
Massih-Reza Amini},
title = {Learning over No-Preferred and Preferred Sequence of Items for Robust
Recommendation (Extended Abstract)},
journal = {CoRR},
volume = {abs/2202.13240},
year = {2022},
url = {https://arxiv.org/abs/2202.13240},
eprinttype = {arXiv},
eprint = {2202.13240},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2202-13240.bib}
}

T. Thonet, Y. G. Cinar, É. Gaussier, M. Li, and J. Renders, “Listwise learning to rank based on approximate rank indicators,” in Thirty-sixth AAAI conference on artificial intelligence, AAAI 2022, thirty-fourth conference on innovative applications of artificial intelligence, IAAI 2022, the twelveth symposium on educational advances in artificial intelligence, EAAI 2022 virtual event, february 22 – march 1, 2022, 2022, p. 8494–8502.
[Bibtex]

@inproceedings{DBLP:conf/aaai/ThonetCGLR22,
author = {Thibaut Thonet and
Yagmur Gizem Cinar and
{\'{E}}ric Gaussier and
Minghan Li and
Jean-Michel Renders},
title = {Listwise Learning to Rank Based on Approximate Rank Indicators},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {8494--8502},
year = {2022},
crossref = {DBLP:conf/aaai/2022},
url = {https://doi.org/10.1609/aaai.v36i8.20826},
doi = {10.1609/AAAI.V36I8.20826},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/aaai/ThonetCGLR22.bib}
}

L. Hadjadj, A. Deschamps, E. F. Rauch, M. Amini, M. Veron, and S. Louhichi, “Neural Architecture Search for Transmission Electron Microscopy: Rapid Automation of Phase and Orientation Determination in TEM images,” Microscopy and Microanalysis, vol. 28, iss. S1, pp. 3166-3169, 2022.
[Bibtex]

@article{hadjadj:hal-04050724,
title = {{Neural Architecture Search for Transmission Electron Microscopy: Rapid Automation of Phase and Orientation Determination in TEM images}},
author = {Hadjadj, Lies and Deschamps, Alexis and Rauch, E.F. and Amini, Massih-Reza and Veron, Muriel and Louhichi, Sana},
hal_url = {https://hal.science/hal-04050724},
journal = {{Microscopy and Microanalysis}},
publisher = {{Cambridge University Press (CUP)}},
volume = {28},
number = {S1},
pages = {3166-3169},
year = {2022},
month = Jul,
doi = {10.1017/S1431927622011758},
hal_id = {hal-04050724}
}

A. Malkova, M. Amini, B. Denis, and C. Villien, “Radio map reconstruction with deep neural networks in a weakly labeled learning context with use of heterogeneous side information,” in ASPAI 2022 – 4th International Conference on Advances in Signal Processing and Artificial Intelligence, Corfu, Greece, 2022, p. 1.
[Bibtex]

@inproceedings{malkova:hal-03823629,
title = {{Radio map reconstruction with deep neural networks in a weakly labeled learning context with use of heterogeneous side information}},
author = {Malkova, Aleksandra and Amini, Massih-Reza and Denis, Beno{\^{i}}t and Villien, Christophe},
hal_url = {https://hal.science/hal-03823629},
booktitle = {{ASPAI 2022 - 4th International Conference on Advances in Signal Processing and Artificial Intelligence}},
address = {Corfu, Greece},
organization = {{International Frequency Sensor Association (IFSA)}},
year = {2022},
month = Oct,
pdf = {https://hal.science/hal-03823629/file/ASPAI.pdf},
hal_id = {hal-03823629},
series = {Proc. ASPAI'22},
pages = {1}
}

A. Burashnikova, M. Clausel, M. Amini, Y. Maximov, and N. Dante, “Recommender systems: when memory matters,” in Advances in information retrieval – 44th european conference on IR research, ECIR 2022, stavanger, norway, april 10-14, 2022, proceedings, part II, 2022, p. 56–63.
[Bibtex]

@inproceedings{DBLP:conf/ecir/BurashnikovaCAM22,
author = {Aleksandra Burashnikova and
Marianne Clausel and
Massih-Reza Amini and
Yury Maximov and
Nicolas Dante},
title = {Recommender Systems: When Memory Matters},
booktitle = {Advances in Information Retrieval - 44th European Conference on {IR}
Research, {ECIR} 2022, Stavanger, Norway, April 10-14, 2022, Proceedings,
Part {II}},
pages = {56--63},
year = {2022},
crossref = {DBLP:conf/ecir/2022-2},
url = {https://doi.org/10.1007/978-3-030-99739-7\_7},
doi = {10.1007/978-3-030-99739-7\_7},
timestamp = {Thu, 07 Apr 2022 18:19:49 +0200},
dblp_url = {https://dblp.org/rec/conf/ecir/BurashnikovaCAM22.bib}
}

L. Pauletto, M. Amini, and N. Winckler, “Self semi supervised neural architecture search for semantic segmentation,” Corr, vol. abs/2201.12646, 2022.
[Bibtex]

@article{DBLP:journals/corr/abs-2201-12646,
author = {Lo{\"{\i}}c Pauletto and
Massih-Reza Amini and
Nicolas Winckler},
title = {Self Semi Supervised Neural Architecture Search for Semantic Segmentation},
journal = {CoRR},
volume = {abs/2201.12646},
year = {2022},
url = {https://arxiv.org/abs/2201.12646},
eprinttype = {arXiv},
eprint = {2201.12646},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2201-12646.bib}
}

M. Amini, V. Feofanov, L. Pauletto, E. Devijver, and Y. Maximov, “Self-training: A survey,” Corr, vol. abs/2202.12040, 2022.
[Bibtex]

@article{DBLP:journals/corr/abs-2202-12040,
author = {Massih-Reza Amini and
Vasilii Feofanov and
Lo{\"{\i}}c Pauletto and
Emilie Devijver and
Yury Maximov},
title = {Self-Training: {A} Survey},
journal = {CoRR},
volume = {abs/2202.12040},
year = {2022},
url = {https://arxiv.org/abs/2202.12040},
eprinttype = {arXiv},
eprint = {2202.12040},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2202-12040.bib}
}

L. Pauletto, M. Amini, and N. Winckler, “Se$^\mbox2$nas: self-semi-supervised architecture optimization for semantic segmentation,” in 26th international conference on pattern recognition, ICPR 2022, montreal, qc, canada, august 21-25, 2022, 2022, p. 54–60.
[Bibtex]

@inproceedings{DBLP:conf/icpr/PaulettoAW22,
author = {Lo{\"{\i}}c Pauletto and
Massih-Reza Amini and
Nicolas Winckler},
title = {Se\({}^{\mbox{2}}\)NAS: Self-Semi-Supervised architecture optimization
for Semantic Segmentation},
booktitle = {26th International Conference on Pattern Recognition, {ICPR} 2022,
Montreal, QC, Canada, August 21-25, 2022},
pages = {54--60},
year = {2022},
crossref = {DBLP:conf/icpr/2022},
url = {https://doi.org/10.1109/ICPR56361.2022.9956294},
doi = {10.1109/ICPR56361.2022.9956294},
timestamp = {Thu, 01 Dec 2022 13:56:03 +0100},
dblp_url = {https://dblp.org/rec/conf/icpr/PaulettoAW22.bib}
}

P. Scales, V. Aubergé, and O. Aycard, “Socio-expressive robot navigation: how motion profiles can convey frailty and confidence,” in 10th international conference on affective computing and intelligent interaction, ACII 2022 – workshops and demos, nara, japan, october 17-21, 2022, Nara, Japan, 2022, p. 1–8.
[Bibtex]

@inproceedings{DBLP:conf/acii/ScalesAA22,
author = {Philip Scales and
V{\'{e}}ronique Auberg{\'{e}} and
Olivier Aycard},
title = {Socio-expressive Robot Navigation: How Motion Profiles can convey
Frailty and Confidence},
booktitle = {10th International Conference on Affective Computing and Intelligent
Interaction, {ACII} 2022 - Workshops and Demos, Nara, Japan, October
17-21, 2022},
pages = {1--8},
year = {2022},
crossref = {DBLP:conf/acii/2022w},
url = {https://doi.org/10.1109/ACIIW57231.2022.10086013},
doi = {10.1109/ACIIW57231.2022.10086013},
timestamp = {Sat, 22 Apr 2023 15:12:41 +0200},
dblp_url = {https://dblp.org/rec/conf/acii/ScalesAA22.bib},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03923414},
address = {Nara, Japan},
month = Oct,
hal_id = {hal-03923414}
}

Y. Li, X. Fan, and É. Gaussier, “Supervised categorical metric learning with schatten p-norms,” IEEE trans. cybern., vol. 52, iss. 4, p. 2059–2069, 2022.
[Bibtex]

@article{DBLP:journals/tcyb/LiFG22,
author = {Yaqiong Li and
Xuhui Fan and
{\'{E}}ric Gaussier},
title = {Supervised Categorical Metric Learning With Schatten p-Norms},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {4},
pages = {2059--2069},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.3004437},
doi = {10.1109/TCYB.2020.3004437},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/tcyb/LiFG22.bib}
}

C. K. Assaad, E. Devijver, and É. Gaussier, “Survey and evaluation of causal discovery methods for time series,” J. artif. intell. res., vol. 73, p. 767–819, 2022.
[Bibtex]

@article{DBLP:journals/jair/AssaadDG22,
author = {Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier},
title = {Survey and Evaluation of Causal Discovery Methods for Time Series},
journal = {J. Artif. Intell. Res.},
volume = {73},
pages = {767--819},
year = {2022},
url = {https://doi.org/10.1613/jair.1.13428},
doi = {10.1613/JAIR.1.13428},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/jair/AssaadDG22.bib},
hal_url = {https://hal.science/hal-03765355},
publisher = {{Association for the Advancement of Artificial Intelligence}},
month = Jan,
pdf = {https://hal.science/hal-03765355/file/sminton%2C%2B13428-Article%2B%28PDF%29-29865-1-11-20220224.pdf},
hal_id = {hal-03765355}
}

B. Afshinpour, R. Groz, and M. Amini, “Telemetry-based software failure prediction by concept-space model creation,” in 22nd IEEE international conference on software quality, reliability and security, QRS 2022, guangzhou, china, december 5-9, 2022, Guangzhou, China, 2022, p. 199–208.
[Bibtex]

@inproceedings{DBLP:conf/qrs/AfshinpourGA22,
author = {Bahareh Afshinpour and
Roland Groz and
Massih-Reza Amini},
title = {Telemetry-Based Software Failure Prediction by Concept-Space Model
Creation},
booktitle = {22nd {IEEE} International Conference on Software Quality, Reliability
and Security, {QRS} 2022, Guangzhou, China, December 5-9, 2022},
pages = {199--208},
year = {2022},
crossref = {DBLP:conf/qrs/2022},
url = {https://doi.org/10.1109/QRS57517.2022.00030},
doi = {10.1109/QRS57517.2022.00030},
timestamp = {Tue, 28 Mar 2023 19:49:47 +0200},
dblp_url = {https://dblp.org/rec/conf/qrs/AfshinpourGA22.bib},
hal_url = {https://hal.science/hal-03964083},
address = {Guangzhou, China},
month = Dec,
keywords = {anomaly prediction incident diagnosis log analysis machine learning software testing test automation ; anomaly prediction ; incident diagnosis ; log analysis ; machine learning ; software testing ; test automation},
pdf = {https://hal.science/hal-03964083/file/Telemetry-based%20Software%20Failure%20Prediction.pdf},
hal_id = {hal-03964083}
}

M. Li, D. N. Popa, J. Chagnon, Y. G. Cinar, and E. Gaussier, “The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval,” ACM Transactions on Information Systems, 2022.
[Bibtex]

@article{li:hal-03831739,
title = {{The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval}},
author = {Li, Minghan and Popa, Diana Nicoleta and Chagnon, Johan and Cinar, Yagmur Gizem and Gaussier, Eric},
hal_url = {https://hal.science/hal-03831739},
journal = {{ACM Transactions on Information Systems}},
publisher = {{Association for Computing Machinery}},
year = {2022},
month = Oct,
doi = {10.1145/3568394},
keywords = {Information retrieval ; Document representation ; Retrieval models and ranking ; BERT-based language models ; long-document neural information retrieval},
pdf = {https://hal.science/hal-03831739/file/select-block-TOIS.pdf},
hal_id = {hal-03831739}
}

M. Garkavenko, É. Gaussier, H. Mirisaee, C. Lagnier, and A. Guerraz, “Where do you want to invest? predicting startup funding from freely, publicly available web information,” Corr, vol. abs/2204.06479, 2022.
[Bibtex]

@article{DBLP:journals/corr/abs-2204-06479,
author = {Mariia Garkavenko and
{\'{E}}ric Gaussier and
Hamid Mirisaee and
C{\'{e}}dric Lagnier and
Agn{\`{e}}s Guerraz},
title = {Where Do You Want To Invest? Predicting Startup Funding From Freely,
Publicly Available Web Information},
journal = {CoRR},
volume = {abs/2204.06479},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.06479},
doi = {10.48550/ARXIV.2204.06479},
eprinttype = {arXiv},
eprint = {2204.06479},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2204-06479.bib}
}

V. Feofanov, E. Devijver, and M. Amini, “Wrapper feature selection with partially labeled data,” Appl. intell., vol. 52, iss. 11, p. 12316–12329, 2022.
[Bibtex]

@article{DBLP:journals/apin/FeofanovDA22,
author = {Vasilii Feofanov and
Emilie Devijver and
Massih-Reza Amini},
title = {Wrapper feature selection with partially labeled data},
journal = {Appl. Intell.},
volume = {52},
number = {11},
pages = {12316--12329},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-03076-w},
doi = {10.1007/S10489-021-03076-W},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/apin/FeofanovDA22.bib},
hal_url = {https://hal.science/hal-03765597},
publisher = {{Springer Verlag (Germany)}},
month = Feb,
pdf = {https://hal.science/hal-03765597/file/Wrapper%20Feature%20Selection%20with%20Partially%20Labeled%20Data.pdf},
hal_id = {hal-03765597}
}

F. Boulmaiz, P. Reignier, and S. Ploix, “An occupant-centered approach to improve both his comfort and the energy efficiency of the building,” Knowl. based syst., vol. 249, p. 108970, 2022.
[Bibtex]

@article{DBLP:journals/kbs/BoulmaizRP22,
author = {Fateh Boulmaiz and
Patrick Reignier and
St{\'{e}}phane Ploix},
title = {An occupant-centered approach to improve both his comfort and the
energy efficiency of the building},
journal = {Knowl. Based Syst.},
volume = {249},
pages = {108970},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108970},
doi = {10.1016/J.KNOSYS.2022.108970},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/kbs/BoulmaizRP22.bib},
hal_url = {https://hal.science/hal-03667103},
publisher = {{Elsevier}},
month = May,
hal_id = {hal-03667103}
}

E. Alvarez del Castillo Cardoso, M. Amayri, S. Ploix, and P. Reignier, “Apprentissage interactif et coopératif pour l’expérimentation de son chezsoi,” in IBPSA France 2022- International Building Performance Simulation Association, Châlons en Champagne, France, 2022.
[Bibtex]

@inproceedings{alvarezdelcastillocardoso:hal-03714506,
title = {{Apprentissage interactif et coop{\'{e}}ratif pour l'exp{\'{e}}rimentation de son chezsoi}},
author = {Alvarez del Castillo Cardoso, Estefania and Amayri, Manar and Ploix, St{\'{e}}phane and Reignier, Patrick},
hal_url = {https://hal.science/hal-03714506},
booktitle = {{IBPSA France 2022- International Building Performance Simulation Association}},
address = {Ch{\^{a}}lons en Champagne, France},
year = {2022},
month = May,
keywords = {Interactive Learning ; Cooperative Learning ; Human behavior},
pdf = {https://hal.science/hal-03714506/file/IBPSA_FinalVerision.pdf},
hal_id = {hal-03714506}
}

J. Silva, M. Amayri, S. Ploix, P. Reignier, and C. S. Silva, “Cooperative and Interactive Learning to estimate human behaviours for energy applications,” Energy and Buildings, vol. 258, 2022.
[Bibtex]

@article{silva:hal-03518566,
title = {{Cooperative and Interactive Learning to estimate human behaviours for energy applications}},
author = {Silva, Joana and Amayri, Manar and Ploix, Stephane and Reignier, Patrick and Silva, Carlos Santos},
hal_url = {https://hal.science/hal-03518566},
journal = {{Energy and Buildings}},
publisher = {{Elsevier}},
volume = {258},
year = {2022},
month = Mar,
doi = {10.1016/j.enbuild.2021.111727},
hal_id = {hal-03518566}
}

A. Petrusev, V. Debusschere, R. Rigo-Mariani, P. Reignier, and N. Hadjsaid, “L’intelligence artificielle pour la gestion des réseaux de distribution,” La Revue de l’électricité et de l’électronique, 2022.
[Bibtex]

@article{petrusev:hal-03720550,
title = {{L'intelligence artificielle pour la gestion des r{\'{e}}seaux de distribution}},
author = {Petrusev, Aleksandr and Debusschere, Vincent and Rigo-Mariani, R{\'{e}}my and Reignier, Patrick and Hadjsaid, Nouredine},
hal_url = {https://hal.science/hal-03720550},
journal = {{La Revue de l'{\'{e}}lectricit{\'{e}} et de l'{\'{e}}lectronique}},
publisher = {{Soci{\'{e}}t{\'{e}} de l'{\'{E}}lectricit{\'{e}}, de l'{\'{E}}lectronique et des Technologies de l'Information et de la Communication}},
year = {2022},
month = Jul,
pdf = {https://hal.science/hal-03720550/file/Rigo-Mariani_REE_22.pdf},
hal_id = {hal-03720550}
}

A. Petrusev, V. Debusschere, R. Rigo-Mariani, and P. Reignier, “Model-free Detection of Solar Generation in Distribution Grids Based on Minimal Exogenous Information,” in ELECTRIMACS 2022, Nancy, France, 2022.
[Bibtex]

@inproceedings{petrusev:hal-03747300,
title = {{Model-free Detection of Solar Generation in Distribution Grids Based on Minimal Exogenous Information}},
author = {Petrusev, Aleksandr and Debusschere, Vincent and Rigo-Mariani, Remy and Reignier, Patrick},
hal_url = {https://hal.science/hal-03747300},
booktitle = {{ELECTRIMACS 2022}},
address = {Nancy, France},
year = {2022},
month = May,
hal_id = {hal-03747300}
}

2021

E. Diemert, A. Betlei, C. Renaudin, M. Amini, T. Gregoir, and T. Rahier, “A large scale benchmark for individual treatment effect prediction and uplift modeling,” Corr, vol. abs/2111.10106, 2021.
[Bibtex]

@article{DBLP:journals/corr/abs-2111-10106,
author = {Eustache Diemert and
Artem Betlei and
Christophe Renaudin and
Massih-Reza Amini and
Th{\'{e}}ophane Gregoir and
Thibaud Rahier},
title = {A Large Scale Benchmark for Individual Treatment Effect Prediction
and Uplift Modeling},
journal = {CoRR},
volume = {abs/2111.10106},
year = {2021},
url = {https://arxiv.org/abs/2111.10106},
eprinttype = {arXiv},
eprint = {2111.10106},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2111-10106.bib}
}

C. K. Assaad, E. Devijver, É. Gaussier, and A. Aït-Bachir, “A mixed noise and constraint-based approach to causal inference in time series,” in Machine learning and knowledge discovery in databases. research track – european conference, ECML PKDD 2021, bilbao, spain, september 13-17, 2021, proceedings, part I, 2021, p. 453–468.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/AssaadDGA21,
author = {Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier and
Ali A{\"{\i}}t-Bachir},
title = {A Mixed Noise and Constraint-Based Approach to Causal Inference in
Time Series},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
pages = {453--468},
year = {2021},
crossref = {DBLP:conf/pkdd/2021-1},
url = {https://doi.org/10.1007/978-3-030-86486-6\_28},
doi = {10.1007/978-3-030-86486-6\_28},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
dblp_url = {https://dblp.org/rec/conf/pkdd/AssaadDGA21.bib},
hal_url = {https://hal.science/hal-03367789},
publisher = {{Springer International Publishing}},
series = {Machine Learning and Knowledge Discovery in Databases. Research Track},
volume = {12975},
month = Sep,
keywords = {Causal graph discovery ; noise-based approach ; constraint-based approach ; time series},
hal_id = {hal-03367789}
}

A. Burashnikova, Y. Maximov, M. Clausel, C. Laclau, F. Iutzeler, and M. Amini, “Apprentissage séquentiel de préférence utilisateurs pour les systèmes de recommandation,” in CAp 2021 – Conférence sur l’Apprentissage Automatique, Saint-Etienne / Virtual, France, 2021.
[Bibtex]

@inproceedings{burashnikova:hal-03266139,
title = {{Apprentissage s{\'{e}}quentiel de pr{\'{e}}f{\'{e}}rence utilisateurs pour les syst{\`{e}}mes de recommandation}},
author = {Burashnikova, Aleksandra and Maximov, Yury and Clausel, Marianne and Laclau, Charlotte and Iutzeler, Franck and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-03266139},
booktitle = {{CAp 2021 - Conf{\'{e}}rence sur l'Apprentissage Automatique}},
address = {Saint-Etienne / Virtual, France},
year = {2021},
month = Jun,
pdf = {https://hal.science/hal-03266139/file/CAp_Burashnikova.pdf},
hal_id = {hal-03266139}
}

M. Bernardini, L. Romeo, E. Frontoni, and M. Amini, “A semi-supervised multi-task learning approach for predicting short-term kidney disease evolution,” IEEE j. biomed. health informatics, vol. 25, iss. 10, p. 3983–3994, 2021.
[Bibtex]

@article{DBLP:journals/titb/BernardiniRFA21,
author = {Michele Bernardini and
Luca Romeo and
Emanuele Frontoni and
Massih-Reza Amini},
title = {A Semi-Supervised Multi-Task Learning Approach for Predicting Short-Term
Kidney Disease Evolution},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {25},
number = {10},
pages = {3983--3994},
year = {2021},
url = {https://doi.org/10.1109/JBHI.2021.3074206},
doi = {10.1109/JBHI.2021.3074206},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/titb/BernardiniRFA21.bib}
}

G. Balikas, M. Amini, and M. Clausel, “Bilingual topic models for comparable corpora,” Corr, vol. abs/2111.15278, 2021.
[Bibtex]

@article{DBLP:journals/corr/abs-2111-15278,
author = {Georgios Balikas and
Massih-Reza Amini and
Marianne Clausel},
title = {Bilingual Topic Models for Comparable Corpora},
journal = {CoRR},
volume = {abs/2111.15278},
year = {2021},
url = {https://arxiv.org/abs/2111.15278},
eprinttype = {arXiv},
eprint = {2111.15278},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2111-15278.bib}
}

V. Feofanov, E. Devijver, and M. Amini, “Bornes du vote majoritaire multi-classes en présence du bruit sur les étiquettes de classes,” in Conférence sur l’Apprentissage Automatique, Saint Etienne, France, 2021.
[Bibtex]

@inproceedings{feofanov:hal-03266247,
title = {{Bornes du vote majoritaire multi-classes en pr{\'{e}}sence du bruit sur les {\'{e}}tiquettes de classes}},
author = {Feofanov, Vasilii and Devijver, Emilie and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-03266247},
booktitle = {{Conf{\'{e}}rence sur l'Apprentissage Automatique}},
address = {Saint Etienne, France},
year = {2021},
month = Jun,
keywords = {Noisy Labels ; Ensemble Methods ; Semisupervised Learning},
pdf = {https://hal.science/hal-03266247/file/cap2021_vasilii.pdf},
hal_id = {hal-03266247}
}

D. Grishchenko, F. Iutzeler, J. Malick, and M. Amini, “Distributed learning with sparse communications by identification,” SIAM j. math. data sci., vol. 3, iss. 2, p. 715–735, 2021.
[Bibtex]

@article{DBLP:journals/simods/GrishchenkoIMA21,
author = {Dmitry Grishchenko and
Franck Iutzeler and
J{\'{e}}r{\^{o}}me Malick and
Massih-Reza Amini},
title = {Distributed Learning with Sparse Communications by Identification},
journal = {{SIAM} J. Math. Data Sci.},
volume = {3},
number = {2},
pages = {715--735},
year = {2021},
url = {https://doi.org/10.1137/20M1347772},
doi = {10.1137/20M1347772},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/simods/GrishchenkoIMA21.bib},
hal_url = {https://hal.science/hal-01950120},
publisher = {{Society for Industrial and Applied Mathematics}},
month = Jun,
keywords = {optimization ; asynchronous algorithms ; structure-promoting regularization ; proximal algorithms},
pdf = {https://hal.science/hal-01950120v2/file/distSparse_arxiv.pdf},
hal_id = {hal-01950120}
}

P. Scales, V. Aubergé, and O. Aycard, “From vocal prosody to movement prosody, from HRI to understanding humans,” in VIHAR Vocal Interactivity in-and-between Humans, Animals and Robots, Paris, France, 2021.
[Bibtex]

@inproceedings{scales:hal-03504825,
title = {{From vocal prosody to movement prosody, from HRI to understanding humans}},
author = {Scales, Philip and Auberg{\'{e}}, Veronique and Aycard, Olivier},
hal_url = {https://hal.science/hal-03504825},
booktitle = {{VIHAR Vocal Interactivity in-and-between Humans, Animals and Robots}},
address = {Paris, France},
year = {2021},
month = Oct,
hal_id = {hal-03504825}
}

Q. Grail, J. Perez, and É. Gaussier, “Globalizing bert-based transformer architectures for long document summarization,” in Proceedings of the 16th conference of the european chapter of the association for computational linguistics: main volume, EACL 2021, online, april 19 – 23, 2021, Online, France, 2021, p. 1792–1810.
[Bibtex]

@inproceedings{DBLP:conf/eacl/GrailPG21,
author = {Quentin Grail and
Julien Perez and
{\'{E}}ric Gaussier},
title = {Globalizing BERT-based Transformer Architectures for Long Document
Summarization},
booktitle = {Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics: Main Volume, {EACL} 2021,
Online, April 19 - 23, 2021},
pages = {1792--1810},
year = {2021},
crossref = {DBLP:conf/eacl/2021},
url = {https://doi.org/10.18653/v1/2021.eacl-main.154},
doi = {10.18653/V1/2021.EACL-MAIN.154},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/eacl/GrailPG21.bib},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03367913},
address = {Online, France},
organization = {{Association for Computational Linguistics}},
month = Apr,
keywords = {Language models ; Natural Language Processing},
hal_id = {hal-03367913}
}

M. Li and É. Gaussier, “Keybld: selecting key blocks with local pre-ranking for long document information retrieval,” in SIGIR ’21: the 44th international ACM SIGIR conference on research and development in information retrieval, virtual event, canada, july 11-15, 2021, Virtual Event Canada, Canada, 2021, p. 2207–2211.
[Bibtex]

@inproceedings{DBLP:conf/sigir/LiG21,
author = {Minghan Li and
{\'{E}}ric Gaussier},
title = {KeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document
Information Retrieval},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {2207--2211},
year = {2021},
crossref = {DBLP:conf/sigir/2021},
url = {https://doi.org/10.1145/3404835.3463083},
doi = {10.1145/3404835.3463083},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/sigir/LiG21.bib},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03369577},
address = {Virtual Event Canada, Canada},
publisher = {{ACM}},
month = Jul,
hal_id = {hal-03369577}
}

J. Chagnon, D. N. Popa, Y. G. Cinar, and É. Gaussier, “Modelling document-query interaction in a hierarchical neural model for IR,” in Conférence en recherche d’informations et applications – CORIA 2021, french information retrieval conference, grenoble, france, april 15, 2021, Grenoble, France, 2021.
[Bibtex]

@inproceedings{DBLP:conf/coria/ChagnonPCG21,
author = {Johan Chagnon and
Diana Nicoleta Popa and
Yagmur Gizem Cinar and
{\'{E}}ric Gaussier},
title = {Modelling document-query interaction in a hierarchical neural model
for {IR}},
booktitle = {COnf{\'{e}}rence en Recherche d'Informations et Applications - {CORIA}
2021, French Information Retrieval Conference, Grenoble, France, April
15, 2021},
year = {2021},
crossref = {DBLP:conf/coria/2021},
url = {https://doi.org/10.24348/coria.2021.court\_28},
doi = {10.24348/CORIA.2021.COURT\_28},
timestamp = {Mon, 19 Jul 2021 11:39:56 +0200},
dblp_url = {https://dblp.org/rec/conf/coria/ChagnonPCG21.bib},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03367717},
address = {Grenoble, France},
organization = {{ARIA (Association Francophone de Recherche d'Information (RI) et Applications)}},
month = Apr,
keywords = {self-attention ; query-document interaction ; hierarchical document encoding model ; encodage hierachique de documents ; interaction document-requ{\^{e}}te},
pdf = {https://hal.univ-grenoble-alpes.fr/hal-03367717/file/ChagnonJohan_PopaDianaNicoleta_2021.pdf},
hal_id = {hal-03367717}
}

V. Feofanov, E. Devijver, and M. Amini, “Multi-class probabilistic bounds for self-learning,” Corr, vol. abs/2109.14422, 2021.
[Bibtex]

@article{DBLP:journals/corr/abs-2109-14422,
author = {Vasilii Feofanov and
Emilie Devijver and
Massih-Reza Amini},
title = {Multi-class Probabilistic Bounds for Self-learning},
journal = {CoRR},
volume = {abs/2109.14422},
year = {2021},
url = {https://arxiv.org/abs/2109.14422},
eprinttype = {arXiv},
eprint = {2109.14422},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2109-14422.bib}
}

G. Claeskens, E. Devijver, and I. Gijbels, “Nonlinear mixed effects modeling and warping for functional data using B-splines,” Electronic Journal of Statistics , 2021.
[Bibtex]

@article{claeskens:hal-03366890,
title = {{Nonlinear mixed effects modeling and warping for functional data using B-splines}},
author = {Claeskens, Gerda and Devijver, Emilie and Gijbels, Ir{\`{e}}ne},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03366890},
journal = {{Electronic Journal of Statistics }},
publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
year = {2021},
doi = {10.1214/21-EJS1917},
keywords = {B-spline approximation ; Nonlinear functional modeling ; Phase and amplitude variation ; Random effects ; Warping function},
pdf = {https://hal.univ-grenoble-alpes.fr/hal-03366890/file/paperCDG_revised-nolayout.pdf},
hal_id = {hal-03366890}
}

M. Morvan, E. Devijver, M. Giacofci, and V. Monbet, “Prediction of the Nash through Penalized Mixture of Logistic Regression Models,” Annals of Applied Statistics, vol. 15, iss. 2, pp. 952-970, 2021.
[Bibtex]

@article{morvan:hal-02151564,
title = {{Prediction of the Nash through Penalized Mixture of Logistic Regression Models}},
author = {Morvan, Marie and Devijver, Emilie and Giacofci, Madison and Monbet, Val{\'{e}}rie},
hal_url = {https://hal.science/hal-02151564},
journal = {{Annals of Applied Statistics}},
publisher = {{Institute of Mathematical Statistics}},
volume = {15},
number = {2},
pages = {952-970},
year = {2021},
month = Jun,
doi = {10.1214/20-AOAS1409},
pdf = {https://hal.science/hal-02151564v2/file/Morvan_NASH_2019.pdf},
hal_id = {hal-02151564}
}

A. Burashnikova, M. Clausel, M. Amini, Y. Maximov, and N. Dante, “Recommender systems: when memory matters,” Corr, vol. abs/2112.02242, 2021.
[Bibtex]

@article{DBLP:journals/corr/abs-2112-02242,
author = {Aleksandra Burashnikova and
Marianne Clausel and
Massih-Reza Amini and
Yury Maximov and
Nicolas Dante},
title = {Recommender systems: when memory matters},
journal = {CoRR},
volume = {abs/2112.02242},
year = {2021},
url = {https://arxiv.org/abs/2112.02242},
eprinttype = {arXiv},
eprint = {2112.02242},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2112-02242.bib}
}

A. Malkova, L. Pauletto, C. Villien, B. Denis, and M. Amini, “Self-learning for received signal strength map reconstruction with neural architecture search,” in Artificial neural networks and machine learning – ICANN 2021 – 30th international conference on artificial neural networks, bratislava, slovakia, september 14-17, 2021, proceedings, part V, 2021, p. 515–526.
[Bibtex]

@inproceedings{DBLP:conf/icann/MalkovaPVDA21,
author = {Aleksandra Malkova and
Lo{\"{\i}}c Pauletto and
Christophe Villien and
Beno{\^{\i}}t Denis and
Massih-Reza Amini},
title = {Self-learning for Received Signal Strength Map Reconstruction with
Neural Architecture Search},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2021 - 30th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 14-17, 2021, Proceedings, Part {V}},
pages = {515--526},
year = {2021},
crossref = {DBLP:conf/icann/2021-5},
url = {https://doi.org/10.1007/978-3-030-86383-8\_41},
doi = {10.1007/978-3-030-86383-8\_41},
timestamp = {Tue, 14 Sep 2021 19:09:32 +0200},
dblp_url = {https://dblp.org/rec/conf/icann/MalkovaPVDA21.bib}
}

A. Malkova, L. Pauletto, C. Villien, B. Denis, and M. Amini, “Self-learning for received signal strength map reconstruction with neural architecture search,” Corr, vol. abs/2105.07768, 2021.
[Bibtex]

@article{DBLP:journals/corr/abs-2105-07768,
author = {Aleksandra Malkova and
Lo{\"{\i}}c Pauletto and
Christophe Villien and
Beno{\^{\i}}t Denis and
Massih-Reza Amini},
title = {Self-Learning for Received Signal Strength Map Reconstruction with
Neural Architecture Search},
journal = {CoRR},
volume = {abs/2105.07768},
year = {2021},
url = {https://arxiv.org/abs/2105.07768},
eprinttype = {arXiv},
eprint = {2105.07768},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2105-07768.bib}
}

L. Hadjadj, M. Amini, S. Louhichi, and A. Deschamps, “Self-training of halfspaces with generalization guarantees under massart mislabeling noise model,” Corr, vol. abs/2111.14427, 2021.
[Bibtex]

@article{DBLP:journals/corr/abs-2111-14427,
author = {Lies Hadjadj and
Massih-Reza Amini and
Sana Louhichi and
Alexis Deschamps},
title = {Self-Training of Halfspaces with Generalization Guarantees under Massart
Mislabeling Noise Model},
journal = {CoRR},
volume = {abs/2111.14427},
year = {2021},
url = {https://arxiv.org/abs/2111.14427},
eprinttype = {arXiv},
eprint = {2111.14427},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2111-14427.bib}
}

T. Thonet, Y. G. Cinar, É. Gaussier, M. Li, and J. Renders, “Smoothi: smooth rank indicators for differentiable IR metrics,” Corr, vol. abs/2105.00942, 2021.
[Bibtex]

@article{DBLP:journals/corr/abs-2105-00942,
author = {Thibaut Thonet and
Yagmur Gizem Cinar and
{\'{E}}ric Gaussier and
Minghan Li and
Jean-Michel Renders},
title = {SmoothI: Smooth Rank Indicators for Differentiable {IR} Metrics},
journal = {CoRR},
volume = {abs/2105.00942},
year = {2021},
url = {https://arxiv.org/abs/2105.00942},
eprinttype = {arXiv},
eprint = {2105.00942},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2105-00942.bib}
}

A. Malkova, L. Pauletto, C. Villien, B. Denis, and M. Amini, “Techniques d’Auto-Apprentissage et Recherche Automatique d’Architecture Neuronale pour la Reconstruction de Cartes de Puissance Radio,” in Conférence sur l’apprentissage Automatique (CAp), Saint-Etienne (en ligne), France, 2021.
[Bibtex]

@inproceedings{malkova:hal-03266118,
title = {{Techniques d'Auto-Apprentissage et Recherche Automatique d'Architecture Neuronale pour la Reconstruction de Cartes de Puissance Radio}},
author = {Malkova, Aleksandra and Pauletto, Lo{\"{i}}c and Villien, Christophe and Denis, Beno{\^{i}}t and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-03266118},
booktitle = {{Conf{\'{e}}rence sur l'apprentissage Automatique (CAp)}},
address = {Saint-Etienne (en ligne), France},
year = {2021},
month = Jun,
keywords = {Recherche d'architecture neuronale ; Autoapprentissage ; Puissance re{\c{c}}ue ; Cartographie radio},
pdf = {https://hal.science/hal-03266118/file/CAp2021_Malkova.pdf},
hal_id = {hal-03266118}
}

M. Li, D. N. Popa, J. Chagnon, Y. G. Cinar, and É. Gaussier, “The power of selecting key blocks with local pre-ranking for long document information retrieval,” Corr, vol. abs/2111.09852, 2021.
[Bibtex]

@article{DBLP:journals/corr/abs-2111-09852,
author = {Minghan Li and
Diana Nicoleta Popa and
Johan Chagnon and
Yagmur Gizem Cinar and
{\'{E}}ric Gaussier},
title = {The Power of Selecting Key Blocks with Local Pre-ranking for Long
Document Information Retrieval},
journal = {CoRR},
volume = {abs/2111.09852},
year = {2021},
url = {https://arxiv.org/abs/2111.09852},
eprinttype = {arXiv},
eprint = {2111.09852},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2111-09852.bib}
}

D. N. Popa, J. Perez, J. Henderson, and É. Gaussier, “Towards syntax-aware token embeddings,” Nat. lang. eng., vol. 27, iss. 6, p. 691–720, 2021.
[Bibtex]

@article{DBLP:journals/nle/PopaPHG21,
author = {Diana Nicoleta Popa and
Julien Perez and
James Henderson and
{\'{E}}ric Gaussier},
title = {Towards syntax-aware token embeddings},
journal = {Nat. Lang. Eng.},
volume = {27},
number = {6},
pages = {691--720},
year = {2021},
url = {https://doi.org/10.1017/S1351324920000297},
doi = {10.1017/S1351324920000297},
timestamp = {Thu, 14 Apr 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/nle/PopaPHG21.bib}
}

A. Betlei, E. Diemert, and M. Amini, “Uplift modeling with generalization guarantees,” in KDD ’21: the 27th ACM SIGKDD conference on knowledge discovery and data mining, virtual event, singapore, august 14-18, 2021, Singapore, Singapore, 2021, p. 55–65.
[Bibtex]

@inproceedings{DBLP:conf/kdd/BetleiDA21,
author = {Artem Betlei and
Eustache Diemert and
Massih-Reza Amini},
title = {Uplift Modeling with Generalization Guarantees},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {55--65},
year = {2021},
crossref = {DBLP:conf/kdd/2021},
url = {https://doi.org/10.1145/3447548.3467395},
doi = {10.1145/3447548.3467395},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
dblp_url = {https://dblp.org/rec/conf/kdd/BetleiDA21.bib},
hal_url = {https://hal.science/hal-03268412},
address = {Singapore, Singapore},
month = Aug,
pdf = {https://hal.science/hal-03268412/file/kdd_artem.pdf},
hal_id = {hal-03268412}
}

S. Sidana, M. Trofimov, O. Horodnytskyi, C. Laclau, Y. Maximov, and M. Amini, “User preference and embedding learning with implicit feedback for recommender systems,” Data min. knowl. discov., vol. 35, iss. 2, p. 568–592, 2021.
[Bibtex]

@article{DBLP:journals/datamine/SidanaTHLMA21,
author = {Sumit Sidana and
Mikhail Trofimov and
Oleh Horodnytskyi and
Charlotte Laclau and
Yury Maximov and
Massih-Reza Amini},
title = {User preference and embedding learning with implicit feedback for
recommender systems},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {2},
pages = {568--592},
year = {2021},
url = {https://doi.org/10.1007/s10618-020-00730-8},
doi = {10.1007/S10618-020-00730-8},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/datamine/SidanaTHLMA21.bib}
}

M. Garkavenko, H. Mirisaee, É. Gaussier, A. Guerraz, and C. Lagnier, “Valuation of startups: A machine learning perspective,” in Advances in information retrieval – 43rd european conference on IR research, ECIR 2021, virtual event, march 28 – april 1, 2021, proceedings, part I, 2021, p. 176–189.
[Bibtex]

@inproceedings{DBLP:conf/ecir/GarkavenkoMGGL21,
author = {Mariia Garkavenko and
Hamid Mirisaee and
{\'{E}}ric Gaussier and
Agn{\`{e}}s Guerraz and
C{\'{e}}dric Lagnier},
title = {Valuation of Startups: {A} Machine Learning Perspective},
booktitle = {Advances in Information Retrieval - 43rd European Conference on {IR}
Research, {ECIR} 2021, Virtual Event, March 28 - April 1, 2021, Proceedings,
Part {I}},
pages = {176--189},
year = {2021},
crossref = {DBLP:conf/ecir/2021-1},
url = {https://doi.org/10.1007/978-3-030-72113-8\_12},
doi = {10.1007/978-3-030-72113-8\_12},
timestamp = {Tue, 30 Mar 2021 18:55:01 +0200},
dblp_url = {https://dblp.org/rec/conf/ecir/GarkavenkoMGGL21.bib},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03368116},
publisher = {{Springer International Publishing}},
series = {Lecture Notes in Computer Science},
volume = {12656},
month = Mar,
keywords = {Predictive models ; Domain adaptation ; Startup valuation},
hal_id = {hal-03368116}
}

P. Scales, M. Rimel, and O. Aycard, “Visual-based global localization from ceiling images using convolutional neural networks,” in Proceedings of the 16th international joint conference on computer vision, imaging and computer graphics theory and applications, VISIGRAPP 2021, volume 5: visapp, online streaming, february 8-10, 2021, Online Streaming, France, 2021, p. 927–934.
[Bibtex]

@inproceedings{DBLP:conf/visapp/ScalesRA21,
author = {Philip Scales and
Mykhailo Rimel and
Olivier Aycard},
title = {Visual-based Global Localization from Ceiling Images using Convolutional
Neural Networks},
booktitle = {Proceedings of the 16th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2021, Volume 5: VISAPP, Online Streaming, February 8-10, 2021},
pages = {927--934},
year = {2021},
crossref = {DBLP:conf/visapp/2021-2},
url = {https://doi.org/10.5220/0010248409270934},
doi = {10.5220/0010248409270934},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
dblp_url = {https://dblp.org/rec/conf/visapp/ScalesRA21.bib},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03196336},
address = {Online Streaming, France},
publisher = {{SCITEPRESS - Science and Technology Publications}},
month = Feb,
keywords = {Visual-based Localization ; CNN ; Mobile Robot},
pdf = {https://hal.univ-grenoble-alpes.fr/hal-03196336/file/scales_aycard_rimel_sub_cam_ready.pdf},
hal_id = {hal-03196336}
}

D. N. Popa, W. N. Havard, M. Coavoux, L. Besacier, and É. Gaussier, “Contribution d’informations syntaxiques aux capacités de généralisation compositionelle des modèles seq2seq convolutifs,” in Traitement Automatique des Langues Naturelles, Lille, France, 2021, pp. 134-141.
[Bibtex]

@inproceedings{DBLP:conf/taln/PopaHCGB21,
title = {{Contribution d'informations syntaxiques aux capacit{\'{e}}s de g{\'{e}}n{\'{e}}ralisation compositionelle des mod{\`{e}}les seq2seq convolutifs}},
author = {Popa, Diana Nicoleta and Havard, William N and Coavoux, Maximin and Besacier, Laurent and Gaussier, {\'{E}}ric},
hal_url = {https://hal.science/hal-03265890},
booktitle = {{Traitement Automatique des Langues Naturelles}},
address = {Lille, France},
editor = {Denis, Pascal and Grabar, Natalia and Fraisse, Amel and Cardon, R{\'{e}}mi and Jacquemin, Bernard and Kergosien, Eric and Balvet, Antonio},
publisher = {{ATALA}},
pages = {134-141},
year = {2021},
keywords = {jeux de donn{\'{e}}es SCAN. ; mod{\`{e}}le convolutionnel seq2seq ; Compositionnalit{\'{e}}},
pdf = {https://hal.science/hal-03265890/file/28.pdf},
hal_id = {hal-03265890},
crossref = {DBLP:conf/taln/2021-1},
url = {https://aclanthology.org/2021.jeptalnrecital-taln.12},
timestamp = {Mon, 09 Aug 2021 16:25:39 +0200},
dblp_url = {https://dblp.org/rec/conf/taln/PopaHCGB21.bib}
}

A. Burashnikova, Y. Maximov, M. Clausel, C. Laclau, F. Iutzeler, and M. Amini, “Learning over no-preferred and preferred sequence of items for robust recommendation,” J. artif. intell. res., vol. 71, p. 121–142, 2021.
[Bibtex]

@article{DBLP:journals/jair/BurashnikovaMCL21,
author = {Aleksandra Burashnikova and
Yury Maximov and
Marianne Clausel and
Charlotte Laclau and
Franck Iutzeler and
Massih-Reza Amini},
title = {Learning over No-Preferred and Preferred Sequence of Items for Robust
Recommendation},
journal = {J. Artif. Intell. Res.},
volume = {71},
pages = {121--142},
year = {2021},
url = {https://doi.org/10.1613/jair.1.12562},
doi = {10.1613/JAIR.1.12562},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/jair/BurashnikovaMCL21.bib},
eprinttype = {arXiv},
eprint = {2012.06910}
}

F. Boulmaiz, S. Ploix, and P. Reignier, “A data-driven approach for guiding the occupant’s actions to achieve better comfort in buildings,” in 33rd IEEE international conference on tools with artificial intelligence, ICTAI 2021, washington, dc, usa, november 1-3, 2021, virtual, United States, 2021, p. 463–468.
[Bibtex]

@inproceedings{DBLP:conf/ictai/BoulmaizPR21,
author = {Fateh Boulmaiz and
St{\'{e}}phane Ploix and
Patrick Reignier},
title = {A data-Driven approach for guiding the occupant's actions to achieve
better comfort in buildings},
booktitle = {33rd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2021, Washington, DC, USA, November 1-3, 2021},
pages = {463--468},
year = {2021},
crossref = {DBLP:conf/ictai/2021},
url = {https://doi.org/10.1109/ICTAI52525.2021.00075},
doi = {10.1109/ICTAI52525.2021.00075},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ictai/BoulmaizPR21.bib},
hal_url = {https://hal.science/hal-03425769},
address = {virtual, United States},
month = Nov,
hal_id = {hal-03425769}
}

A. Petrusev, R. Bauer, R. Rigo-Mariani, V. Debusschere, P. Reignier, and N. Hadjsaid, “Comparing Time Series Classification And Forecasting To Automatically Detect Distributed Generation,” in IEEE PowerTech 2021, Madrid, Spain, 2021.
[Bibtex]

@inproceedings{petrusev:hal-03304662,
title = {{Comparing Time Series Classification And Forecasting To Automatically Detect Distributed Generation}},
author = {Petrusev, Aleksandr and Bauer, Rebecca and Rigo-Mariani, R{\'{e}}my and Debusschere, Vincent and Reignier, Patrick and Hadjsaid, Nouredine},
hal_url = {https://hal.science/hal-03304662},
booktitle = {{IEEE PowerTech 2021}},
address = {Madrid, Spain},
year = {2021},
month = Jun,
pdf = {https://hal.science/hal-03304662/file/2021062643.pdf},
hal_id = {hal-03304662}
}

K. Jneid, S. Ploix, P. Reignier, and P. Jallon, “Deep q-network boosted with external knowledge for HVAC control,” in Buildsys ’21: the 8th ACM international conference on systems for energy-efficient buildings, cities, and transportation, coimbra, portugal, november 17 – 18, 2021, Coimbra Portugal, France, 2021, p. 329–332.
[Bibtex]

@inproceedings{DBLP:conf/sensys/JneidPRJ21,
author = {Khoder Jneid and
St{\'{e}}phane Ploix and
Patrick Reignier and
Pierre Jallon},
title = {Deep Q-network boosted with external knowledge for {HVAC} control},
booktitle = {BuildSys '21: The 8th {ACM} International Conference on Systems for
Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal,
November 17 - 18, 2021},
pages = {329--332},
year = {2021},
crossref = {DBLP:conf/sensys/2021buildsys},
url = {https://doi.org/10.1145/3486611.3488731},
doi = {10.1145/3486611.3488731},
timestamp = {Fri, 08 Dec 2023 08:04:40 +0100},
dblp_url = {https://dblp.org/rec/conf/sensys/JneidPRJ21.bib},
hal_url = {https://hal.science/hal-03460349},
address = {Coimbra Portugal, France},
publisher = {{ACM}},
month = Nov,
hal_id = {hal-03460349}
}

P. Reignier, A. A. Alyafi, and S. Ploix, “Explanations Generation with Knowledge Models,” in Towards Energy Smart Homes, Springer International Publishing, 2021, pp. 381-405.
[Bibtex]

@incollection{reignier:hal-03476543,
title = {{Explanations Generation with Knowledge Models}},
author = {Reignier, Patrick and Alyafi, Amr Alzouhri and Ploix, Stephane},
hal_url = {https://hal.science/hal-03476543},
booktitle = {{Towards Energy Smart Homes}},
publisher = {{Springer International Publishing}},
pages = {381-405},
year = {2021},
month = Feb,
doi = {10.1007/978-3-030-76477-7\_12},
hal_id = {hal-03476543}
}

F. Boulmaiz, A. A. Alyafi, S. Ploix, and P. Reignier, “Killing two birds with one stone: improving building energy efficiency and occupant comfort,” in 2nd International Conference on Energy and AI, Londres, United Kingdom, 2021.
[Bibtex]

@inproceedings{boulmaiz:hal-03313725,
title = {{Killing two birds with one stone: improving building energy efficiency and occupant comfort}},
author = {Boulmaiz, Fateh and Alyafi, Amr Alzouhri and Ploix, Stephane and Reignier, Patrick},
hal_url = {https://hal.science/hal-03313725},
booktitle = {{2nd International Conference on Energy and AI}},
address = {Londres, United Kingdom},
year = {2021},
month = Aug,
keywords = {Case-based reasoning ; energy management system ; genetic algorithm},
pdf = {https://hal.science/hal-03313725/file/2021_AI.pdf},
hal_id = {hal-03313725}
}

F. Boulmaiz, A. A. Alyafi, S. Ploix, and P. Reignier, “Optimizing occupant actions to enhance his comfort while reducing energy demand in building,” in The 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS 2021)), Cracow, Poland, 2021, p. 886–894.
[Bibtex]

@inproceedings{DBLP:conf/idaacs/BoulmaizAPR21,
title = {{Optimizing occupant actions to enhance his comfort while reducing energy demand in building}},
author = {Boulmaiz, Fateh and Alyafi, Amr Alzouhri and Ploix, St{\'{e}}phane and Reignier, Patrick},
hal_url = {https://inria.hal.science/hal-03374518},
booktitle = {{The 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS 2021))}},
address = {Cracow, Poland},
year = {2021},
month = Sep,
hal_id = {hal-03374518},
pages = {886--894},
crossref = {DBLP:conf/idaacs/2021},
url = {https://doi.org/10.1109/IDAACS53288.2021.9660912},
doi = {10.1109/IDAACS53288.2021.9660912},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/idaacs/BoulmaizAPR21.bib}
}

2020

O. Aycard and C. Brouard, “A new tool to initialize global localization for a mobile robot,” in 32nd IEEE international conference on tools with artificial intelligence, ICTAI 2020, baltimore, md, usa, november 9-11, 2020, Washington, United States, 2020, p. 1296–1303.
[Bibtex]

@inproceedings{DBLP:conf/ictai/AycardB20,
author = {Olivier Aycard and
Christophe Brouard},
title = {A new tool to initialize global localization for a mobile robot},
booktitle = {32nd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2020, Baltimore, MD, USA, November 9-11, 2020},
pages = {1296--1303},
year = {2020},
crossref = {DBLP:conf/ictai/2020},
url = {https://doi.org/10.1109/ICTAI50040.2020.00195},
doi = {10.1109/ICTAI50040.2020.00195},
timestamp = {Mon, 04 Jan 2021 18:04:10 +0100},
dblp_url = {https://dblp.org/rec/conf/ictai/AycardB20.bib},
hal_url = {https://hal.science/hal-03007286},
address = {Washington, United States},
month = Nov,
keywords = {Index Terms-mobile robots ; localization ; perception ; pattern recognition ; information retrieval},
pdf = {https://hal.science/hal-03007286/file/aycard20.pdf},
hal_id = {hal-03007286}
}

M. Amini, “Avant-propos,” in Machine Learning, , 2020.
[Bibtex]

@incollection{amini:hal-02957079,
title = {{Avant-propos}},
author = {Amini, Massih-Reza},
hal_url = {https://hal.science/hal-02957079},
booktitle = {{Machine Learning}},
year = {2020},
month = Jun,
pdf = {https://hal.science/hal-02957079/file/MachineLearning-MRAmini.pdf},
hal_id = {hal-02957079}
}

A. Doinychko and M. Amini, “Biconditional generative adversarial networks for multiview learning with missing views,” in Advances in information retrieval – 42nd european conference on IR research, ECIR 2020, lisbon, portugal, april 14-17, 2020, proceedings, part I, 2020, p. 807–820.
[Bibtex]

@inproceedings{DBLP:conf/ecir/DoinychkoA20,
author = {Anastasiia Doinychko and
Massih-Reza Amini},
title = {Biconditional Generative Adversarial Networks for Multiview Learning
with Missing Views},
booktitle = {Advances in Information Retrieval - 42nd European Conference on {IR}
Research, {ECIR} 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings,
Part {I}},
pages = {807--820},
year = {2020},
crossref = {DBLP:conf/ecir/2020-1},
url = {https://doi.org/10.1007/978-3-030-45439-5\_53},
doi = {10.1007/978-3-030-45439-5\_53},
timestamp = {Wed, 16 Mar 2022 23:55:03 +0100},
dblp_url = {https://dblp.org/rec/conf/ecir/DoinychkoA20.bib}
}

A. Doinychko and M. Amini, “Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views,” in 2020 European Conference on Information Retrieval, Lisbon (on line), Portugal, 2020.
[Bibtex]

@inproceedings{doinychko:hal-03178193,
title = {{Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views}},
author = {Doinychko, Anastasiia and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-03178193},
booktitle = {{2020 European Conference on Information Retrieval}},
address = {Lisbon (on line), Portugal},
year = {2020},
month = Apr,
doi = {10.1007/978-3-030-45439-5\_53},
pdf = {https://hal.science/hal-03178193/file/CondGAN.pdf},
hal_id = {hal-03178193}
}

M. M. Fard, T. Thonet, and É. Gaussier, “Deep \emphk-means: jointly clustering with \emphk-means and learning representations,” Pattern recognit. lett., vol. 138, p. 185–192, 2020.
[Bibtex]

@article{DBLP:journals/prl/FardTG20,
author = {Maziar Moradi Fard and
Thibaut Thonet and
{\'{E}}ric Gaussier},
title = {Deep \emph{k}-Means: Jointly clustering with \emph{k}-Means and learning
representations},
journal = {Pattern Recognit. Lett.},
volume = {138},
pages = {185--192},
year = {2020},
url = {https://doi.org/10.1016/j.patrec.2020.07.028},
doi = {10.1016/J.PATREC.2020.07.028},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/prl/FardTG20.bib}
}

M. Moradi Fard, T. Thonet, and É. Gaussier, “Deep k-Means: Jointly clustering with k-Means and learning representations,” Pattern Recognition Letters, vol. 138, pp. 185-192, 2020.
[Bibtex]

@article{moradifard:hal-03356552,
title = {{Deep k-Means: Jointly clustering with k-Means and learning representations}},
author = {Moradi Fard, Maziar and Thonet, Thibaut and Gaussier, {\'{E}}ric},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03356552},
journal = {{Pattern Recognition Letters}},
publisher = {{Elsevier}},
volume = {138},
pages = {185-192},
year = {2020},
month = Jul,
doi = {10.1016/j.patrec.2020.07.028},
keywords = {Deep clustering ; k-Means Deep ; learning Clustering},
pdf = {https://hal.univ-grenoble-alpes.fr/hal-03356552/file/S0167865520302749.pdf},
hal_id = {hal-03356552}
}

S. Becker, E. Devijver, R. Molinier, and N. Jakse, “Glass-forming ability of elemental zirconium,” Physical Review B, vol. 102, iss. 10, p. 104205, 2020.
[Bibtex]

@article{becker:hal-03181321,
title = {{Glass-forming ability of elemental zirconium}},
author = {Becker, S{\'{e}}bastien and Devijver, Emilie and Molinier, R{\'{e}}mi and Jakse, No{\"{e}}l},
hal_url = {https://hal.science/hal-03181321},
journal = {{Physical Review B}},
hal_local_reference = {GT},
publisher = {{American Physical Society}},
volume = {102},
number = {10},
pages = {104205},
year = {2020},
doi = {10.1103/PhysRevB.102.104205},
pdf = {https://hal.science/hal-03181321/file/Manuscript-revised.pdf},
hal_id = {hal-03181321}
}

H. Jalalzai, P. Colombo, C. Clavel, É. Gaussier, G. Varni, E. Vignon, and A. Sabourin, “Heavy-tailed representations, text polarity classification & data augmentation,” in Advances in neural information processing systems 33: annual conference on neural information processing systems 2020, neurips 2020, december 6-12, 2020, virtual, 2020.
[Bibtex]

@inproceedings{DBLP:conf/nips/JalalzaiCCGVVS20,
author = {Hamid Jalalzai and
Pierre Colombo and
Chlo{\'{e}} Clavel and
{\'{E}}ric Gaussier and
Giovanna Varni and
Emmanuel Vignon and
Anne Sabourin},
title = {Heavy-tailed Representations, Text Polarity Classification {\&} Data
Augmentation},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
crossref = {DBLP:conf/nips/2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/2cfa3753d6a524711acb5fce38eeca1a-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/nips/JalalzaiCCGVVS20.bib}
}

H. Jalalzai, P. Colombo, C. Clavel, É. Gaussier, G. Varni, E. Vignon, and A. Sabourin, “Heavy-tailed representations, text polarity classification & data augmentation,” Corr, vol. abs/2003.11593, 2020.
[Bibtex]

@article{DBLP:journals/corr/abs-2003-11593,
author = {Hamid Jalalzai and
Pierre Colombo and
Chlo{\'{e}} Clavel and
{\'{E}}ric Gaussier and
Giovanna Varni and
Emmanuel Vignon and
Anne Sabourin},
title = {Heavy-tailed Representations, Text Polarity Classification {\&} Data
Augmentation},
journal = {CoRR},
volume = {abs/2003.11593},
year = {2020},
url = {https://arxiv.org/abs/2003.11593},
eprinttype = {arXiv},
eprint = {2003.11593},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2003-11593.bib}
}

T. P. T. Tran, A. Douzal-Chouakria, S. V. Yazdi, P. Honeine, and P. Gallinari, “Interpretable time series kernel analytics by pre-image estimation,” Artif. intell., vol. 286, p. 103342, 2020.
[Bibtex]

@article{DBLP:journals/ai/TranCYHG20,
author = {Thi Phuong Thao Tran and
Ahlame Douzal-Chouakria and
Saeed Varasteh Yazdi and
Paul Honeine and
Patrick Gallinari},
title = {Interpretable time series kernel analytics by pre-image estimation},
journal = {Artif. Intell.},
volume = {286},
pages = {103342},
year = {2020},
url = {https://doi.org/10.1016/j.artint.2020.103342},
doi = {10.1016/J.ARTINT.2020.103342},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/ai/TranCYHG20.bib},
hal_url = {https://normandie-univ.hal.science/hal-03088295},
publisher = {{Elsevier}},
month = Sep,
keywords = {Pre-image problem ; Time series ; Kernel machinery ; Time series averaging ; Kernel PCA ; Dictionary learning ; Representation learning},
pdf = {https://normandie-univ.hal.science/hal-03088295/file/20.ts_preimage.pdf},
hal_id = {hal-03088295}
}

A. Bouziri, C. Latiri, and É. Gaussier, “Ltr-expand: query expansion model based on learning to rank association rules,” J. intell. inf. syst., vol. 55, iss. 2, p. 261–286, 2020.
[Bibtex]

@article{DBLP:journals/jiis/BouziriLG20,
author = {Ahlem Bouziri and
Chiraz Latiri and
{\'{E}}ric Gaussier},
title = {LTR-expand: query expansion model based on learning to rank association
rules},
journal = {J. Intell. Inf. Syst.},
volume = {55},
number = {2},
pages = {261--286},
year = {2020},
url = {https://doi.org/10.1007/s10844-020-00596-8},
doi = {10.1007/S10844-020-00596-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/jiis/BouziriLG20.bib},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03356514},
publisher = {{Springer Verlag}},
month = Feb,
keywords = {Formal Concept Analysis ; Association Rule ; Generic basis ; Learning to rank ; SVM rank ; Query Expansion},
hal_id = {hal-03356514}
}

M. Amini, Machine Learning, Eyrolles, 2020.
[Bibtex]

@book{amini:hal-02957772,
title = {{Machine Learning}},
author = {Amini, Massih-Reza},
hal_url = {https://hal.science/hal-02957772},
publisher = {{Eyrolles}},
year = {2020},
month = Jun,
hal_id = {hal-02957772}
}

M. Amini, Machine learning, 2nd ed, Eyrolles, 2020.
[Bibtex]

@book{DBLP:books/eyrolles/Amini20,
author = {Massih-Reza Amini},
title = {Machine Learning, 2nd Ed},
publisher = {Eyrolles},
year = {2020},
url = {https://www.eyrolles.com/Informatique/Livre/machine-learning-9782212679472/},
isbn = {978-2-212-67947-2},
timestamp = {Tue, 22 Sep 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/books/eyrolles/Amini20.bib}
}

A. Dulac, É. Gaussier, and C. Largeron, “Mixed-membership stochastic block models for weighted networks,” in Proceedings of the thirty-sixth conference on uncertainty in artificial intelligence, UAI 2020, virtual online, august 3-6, 2020, Toronto, Canada, 2020, p. 679–688.
[Bibtex]

@inproceedings{DBLP:conf/uai/DulacGL20,
author = {Adrien Dulac and
{\'{E}}ric Gaussier and
Christine Largeron},
title = {Mixed-Membership Stochastic Block Models for Weighted Networks},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
pages = {679--688},
year = {2020},
crossref = {DBLP:conf/uai/2020},
url = {http://proceedings.mlr.press/v124/dulac20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/uai/DulacGL20.bib},
hal_url = {https://hal.science/hal-02902162},
address = {Toronto, Canada},
volume = {124},
month = Aug,
hal_id = {hal-02902162}
}

L. Pauletto, M. Amini, R. Babbar, and N. Winckler, “Neural Architecture Search for extreme multi-label classification: an evolutionary approach,” in The Fourth International Workshop on Automation in Machine Learning (AutoML 2020), San Diego, CA, United States, 2020.
[Bibtex]

@inproceedings{pauletto:hal-02889047,
title = {{Neural Architecture Search for extreme multi-label classification: an evolutionary approach}},
author = {Pauletto, Lo{\"{i}}c and Amini, Massih-Reza and Babbar, Rohit and Winckler, Nicolas},
hal_url = {https://hal.science/hal-02889047},
booktitle = {{The Fourth International Workshop on Automation in Machine Learning (AutoML 2020)}},
address = {San Diego, CA, United States},
year = {2020},
month = Aug,
doi = {10.1007/978-3-030-63836-8\_24},
keywords = {Neural architecture search ; Evolutionary algorithms ; Natural Language Processing ; Extreme multi-label classification},
pdf = {https://hal.science/hal-02889047/file/Neural_Architecture_Search_for_extreme_multi_labelclassification__an_evolutionary_approach_submission_6_camera_ready.pdf},
hal_id = {hal-02889047}
}

L. Pauletto, M. Amini, R. Babbar, and N. Winckler, “Neural architecture search for extreme multi-label text classification,” in Neural information processing – 27th international conference, ICONIP 2020, bangkok, thailand, november 23-27, 2020, proceedings, part III, 2020, p. 282–293.
[Bibtex]

@inproceedings{DBLP:conf/iconip/PaulettoABW20,
author = {Lo{\"{\i}}c Pauletto and
Massih-Reza Amini and
Rohit Babbar and
Nicolas Winckler},
title = {Neural Architecture Search for Extreme Multi-label Text Classification},
booktitle = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part {III}},
pages = {282--293},
year = {2020},
crossref = {DBLP:conf/iconip/2020-3},
url = {https://doi.org/10.1007/978-3-030-63836-8\_24},
doi = {10.1007/978-3-030-63836-8\_24},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/iconip/PaulettoABW20.bib},
hal_url = {https://hal.science/hal-03177271},
month = Nov,
keywords = {Neural architecture search ; Machine Learning ; Extreme classification ; Evolution algorithms},
pdf = {https://hal.science/hal-03177271/file/XMCNAS.pdf},
hal_id = {hal-03177271}
}

P. Zheng, P. Wieber, and O. Aycard, “Online optimal motion generation with guaranteed safety in shared workspace,” in 2020 IEEE international conference on robotics and automation, ICRA 2020, paris, france, may 31 – august 31, 2020, Paris, France, 2020, p. 9210–9215.
[Bibtex]

@inproceedings{DBLP:conf/icra/ZhengWA20,
author = {Pu Zheng and
Pierre-Brice Wieber and
Olivier Aycard},
title = {Online optimal motion generation with guaranteed safety in shared
workspace},
booktitle = {2020 {IEEE} International Conference on Robotics and Automation, {ICRA}
2020, Paris, France, May 31 - August 31, 2020},
pages = {9210--9215},
year = {2020},
crossref = {DBLP:conf/icra/2020},
url = {https://doi.org/10.1109/ICRA40945.2020.9197018},
doi = {10.1109/ICRA40945.2020.9197018},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/icra/ZhengWA20.bib},
hal_url = {https://hal.science/hal-02496057},
address = {Paris, France},
month = May,
pdf = {https://hal.science/hal-02496057/file/Zheng2020ICRA.pdf},
hal_id = {hal-02496057}
}

E. Devijver and É. Perthame, “Prediction regions through inverse regression,” J. mach. learn. res., vol. 21, iss. 113, p. 113:1–113:24, 2020.
[Bibtex]

@article{DBLP:journals/jmlr/DevijverP20,
author = {Emilie Devijver and
{\'{E}}meline Perthame},
title = {Prediction regions through Inverse Regression},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {113:1--113:24},
year = {2020},
url = {http://jmlr.org/papers/v21/19-535.html},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/jmlr/DevijverP20.bib},
hal_url = {https://hal.science/hal-01840234},
publisher = {{Microtome Publishing}},
number = {113},
keywords = {Prediction regions ; Confidence regions ; High-dimension ; Inverse regression ; Asymptotic distribution},
pdf = {https://hal.science/hal-01840234v3/file/papier_IR%20%282%29.pdf},
hal_id = {hal-01840234}
}

M. Amini, “Principes de base en apprentissage supervisé,” in Machine Learning, Eyrolles, Ed., , 2020.
[Bibtex]

@incollection{amini:hal-03049016,
title = {{Principes de base en apprentissage supervis{\'{e}}}},
author = {Amini, Massih-Reza},
hal_url = {https://hal.science/hal-03049016},
booktitle = {{Machine Learning}},
editor = {Eyrolles},
year = {2020},
month = Jun,
pdf = {https://hal.science/hal-03049016/file/MLTP.pdf},
hal_id = {hal-03049016}
}

B. Afshinpour, R. Groz, M. Amini, Y. Ledru, and C. Oriat, “Reducing regression test suites using the word2vec natural language processing tool,” in Joint proceedings of SEED & nlpase co-located with 27th asia pacific software engineering conference 2020, singapore [virtual], december 1, 2020, Singapour, Singapore, 2020, p. 43–53.
[Bibtex]

@inproceedings{DBLP:conf/apsec/AfshinpourGALO20,
author = {Bahareh Afshinpour and
Roland Groz and
Massih-Reza Amini and
Yves Ledru and
Catherine Oriat},
title = {Reducing Regression Test Suites using the Word2Vec Natural Language
Processing Tool},
booktitle = {Joint Proceedings of {SEED} {\&} NLPaSE co-located with 27th Asia
Pacific Software Engineering Conference 2020, Singapore [Virtual],
December 1, 2020},
pages = {43--53},
year = {2020},
crossref = {DBLP:conf/apsec/2020seed},
url = {https://ceur-ws.org/Vol-2799/Paper6\_NLPaSE.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:12 +0100},
dblp_url = {https://dblp.org/rec/conf/apsec/AfshinpourGALO20.bib},
hal_url = {https://hal.science/hal-03275244},
address = {Singapour, Singapore},
month = Dec,
hal_id = {hal-03275244}
}

M. M. Fard, T. Thonet, and É. Gaussier, “Seed-guided deep document clustering,” in Advances in information retrieval – 42nd european conference on IR research, ECIR 2020, lisbon, portugal, april 14-17, 2020, proceedings, part I, 2020, p. 3–16.
[Bibtex]

@inproceedings{DBLP:conf/ecir/FardTG20,
author = {Maziar Moradi Fard and
Thibaut Thonet and
{\'{E}}ric Gaussier},
title = {Seed-Guided Deep Document Clustering},
booktitle = {Advances in Information Retrieval - 42nd European Conference on {IR}
Research, {ECIR} 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings,
Part {I}},
pages = {3--16},
year = {2020},
crossref = {DBLP:conf/ecir/2020-1},
url = {https://doi.org/10.1007/978-3-030-45439-5\_1},
doi = {10.1007/978-3-030-45439-5\_1},
timestamp = {Wed, 16 Mar 2022 23:55:03 +0100},
dblp_url = {https://dblp.org/rec/conf/ecir/FardTG20.bib},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03356729},
publisher = {{Springer International Publishing}},
series = {Lecture Notes in Computer Science},
volume = {12035},
keywords = {Document clustering ; Representation learning ; Dataless text classification},
hal_id = {hal-03356729}
}

S. Alkhoury, E. Devijver, M. Clausel, M. Tami, É. Gaussier, and G. Oppenheim, “Smooth and consistent probabilistic regression trees,” in Advances in neural information processing systems 33: annual conference on neural information processing systems 2020, neurips 2020, december 6-12, 2020, virtual, Virtuelle, France, 2020, pp. 1-11.
[Bibtex]

@inproceedings{DBLP:conf/nips/AlkhouryDCTGO20,
author = {Sami Alkhoury and
Emilie Devijver and
Marianne Clausel and
Myriam Tami and
{\'{E}}ric Gaussier and
Georges Oppenheim},
title = {Smooth And Consistent Probabilistic Regression Trees},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
crossref = {DBLP:conf/nips/2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/8289889263db4a40463e3f358bb7c7a1-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/nips/AlkhouryDCTGO20.bib},
hal_url = {https://hal.science/hal-03050168},
address = {Virtuelle, France},
pages = {1-11},
month = Dec,
pdf = {https://hal.science/hal-03050168/file/NeurIPS-2020-smooth-and-consistent-probabilistic-regression-trees-Paper.pdf},
hal_id = {hal-03050168}
}

D. Grischenko, F. Iutzeler, and M. Amini, “Sparse asynchronous distributed learning,” in Neural information processing – 27th international conference, ICONIP 2020, bangkok, thailand, november 18-22, 2020, proceedings, part V, 2020, p. 429–438.
[Bibtex]

@inproceedings{DBLP:conf/iconip/GrischenkoIA20,
author = {Dmitry Grischenko and
Franck Iutzeler and
Massih-Reza Amini},
title = {Sparse Asynchronous Distributed Learning},
booktitle = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 18-22, 2020, Proceedings, Part {V}},
pages = {429--438},
year = {2020},
crossref = {DBLP:conf/iconip/2020-5},
url = {https://doi.org/10.1007/978-3-030-63823-8\_50},
doi = {10.1007/978-3-030-63823-8\_50},
timestamp = {Fri, 20 Nov 2020 17:49:38 +0100},
dblp_url = {https://dblp.org/rec/conf/iconip/GrischenkoIA20.bib}
}

P. Scales, O. Aycard, and V. Aubergé, “Studying navigation as a form of interaction: a design approach for social robot navigation methods,” in 2020 IEEE international conference on robotics and automation, ICRA 2020, paris, france, may 31 – august 31, 2020, Paris, France, 2020, p. 6965–6972.
[Bibtex]

@inproceedings{DBLP:conf/icra/ScalesAA20,
author = {Philip Scales and
Olivier Aycard and
V{\'{e}}ronique Auberg{\'{e}}},
title = {Studying Navigation as a Form of Interaction: a Design Approach for
Social Robot Navigation Methods},
booktitle = {2020 {IEEE} International Conference on Robotics and Automation, {ICRA}
2020, Paris, France, May 31 - August 31, 2020},
pages = {6965--6972},
year = {2020},
crossref = {DBLP:conf/icra/2020},
url = {https://doi.org/10.1109/ICRA40945.2020.9197037},
doi = {10.1109/ICRA40945.2020.9197037},
timestamp = {Mon, 28 Sep 2020 12:19:08 +0200},
dblp_url = {https://dblp.org/rec/conf/icra/ScalesAA20.bib},
hal_url = {https://hal.science/hal-02541820},
address = {Paris, France},
pdf = {https://hal.science/hal-02541820/file/scales_aycard_auberge_icra_2020_paper.pdf},
hal_id = {hal-02541820}
}

X. Fan and É. Gaussier, “Supervised categorical metric learning with schatten p-norms,” Corr, vol. abs/2002.11246, pp. 1-11, 2020.
[Bibtex]

@article{DBLP:journals/corr/abs-2002-11246,
author = {Xuhui Fan and
{\'{E}}ric Gaussier},
title = {Supervised Categorical Metric Learning with Schatten p-Norms},
journal = {CoRR},
volume = {abs/2002.11246},
year = {2020},
url = {https://arxiv.org/abs/2002.11246},
eprinttype = {arXiv},
eprint = {2002.11246},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2002-11246.bib},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03352770},
publisher = {{IEEE}},
pages = {1-11},
month = Jul,
doi = {10.1109/TCYB.2020.3004437},
keywords = {Measurement ; Task analysis ; Fans ; Standards ; Correlation ; Linear programming ; Cybernetics ; Categorical data ; metric learning},
pdf = {https://hal.univ-grenoble-alpes.fr/hal-03352770/file/FanXuhui_GaussierEric_2020.pdf},
hal_id = {hal-03352770}
}

A. Betlei, E. Diemert, and M. Amini, “Treatment targeting by AUUC maximization with generalization guarantees,” Corr, vol. abs/2012.09897, 2020.
[Bibtex]

@article{DBLP:journals/corr/abs-2012-09897,
author = {Artem Betlei and
Eustache Diemert and
Massih-Reza Amini},
title = {Treatment Targeting by {AUUC} Maximization with Generalization Guarantees},
journal = {CoRR},
volume = {abs/2012.09897},
year = {2020},
url = {https://arxiv.org/abs/2012.09897},
eprinttype = {arXiv},
eprint = {2012.09897},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-2012-09897.bib}
}

R. Couillet, Y. G. Cinar, É. Gaussier, and M. Imran, “Word representations concentrate and this is good news!,” in Proceedings of the 24th conference on computational natural language learning, conll 2020, online, november 19-20, 2020, Online, France, 2020, p. 325–334.
[Bibtex]

@inproceedings{DBLP:conf/conll/CouilletCGI20,
author = {Romain Couillet and
Yagmur Gizem Cinar and
{\'{E}}ric Gaussier and
Muhammad Imran},
title = {Word Representations Concentrate and This is Good News!},
booktitle = {Proceedings of the 24th Conference on Computational Natural Language
Learning, CoNLL 2020, Online, November 19-20, 2020},
pages = {325--334},
year = {2020},
crossref = {DBLP:conf/conll/2020},
url = {https://doi.org/10.18653/v1/2020.conll-1.25},
doi = {10.18653/V1/2020.CONLL-1.25},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/conll/CouilletCGI20.bib},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-03356609},
address = {Online, France},
organization = {{Association for Computational Linguistics (ACL)}},
publisher = {{Association for Computational Linguistics}},
month = Nov,
keywords = {word embedding vectors ; machine learning algorithms},
pdf = {https://hal.univ-grenoble-alpes.fr/hal-03356609/file/CouilletRomain_CinarYagmurGizem_2020.pdf},
hal_id = {hal-03356609}
}

K. Jneid, S. Ploix, P. Reignier, and P. Zanini, “Air Flow Rate Optimization of the Variable-Air-Volume Box,” in Conférence Francophone de l’International Building Performance Simulation Association, Reims, France, 2020.
[Bibtex]

@inproceedings{jneid:hal-03264273,
title = {{Air Flow Rate Optimization of the Variable-Air-Volume Box}},
author = {Jneid, Khoder and Ploix, St{\'{e}}phane and Reignier, Patrick and Zanini, Paolo},
hal_url = {https://hal.science/hal-03264273},
booktitle = {{Conf{\'{e}}rence Francophone de l'International Building Performance Simulation Association}},
address = {Reims, France},
year = {2020},
month = Nov,
hal_id = {hal-03264273}
}

A. Awada, P. Reignier, S. Ploix, M. Jacomino, and E. Elsafadi, “Identification collaborative d’activités dans une zone habitée,” in IBPSA, Reims, France, 2020.
[Bibtex]

@inproceedings{awada:hal-03214869,
title = {{Identification collaborative d'activit{\'{e}}s dans une zone habit{\'{e}}e}},
author = {Awada, Amine and Reignier, Patrick and Ploix, St{\'{e}}phane and Jacomino, Mireille and Elsafadi, Elabed},
hal_url = {https://hal.science/hal-03214869},
booktitle = {{IBPSA}},
address = {Reims, France},
year = {2020},
month = Nov,
hal_id = {hal-03214869}
}

2019

A. Doinychko and M. Amini, “Biconditional generative adversarial networks for multiview learning with missing views,” Corr, vol. abs/1911.01861, 2019.
[Bibtex]

@article{DBLP:journals/corr/abs-1911-01861,
author = {Anastasiia Doinychko and
Massih-Reza Amini},
title = {Biconditional Generative Adversarial Networks for Multiview Learning
with Missing Views},
journal = {CoRR},
volume = {abs/1911.01861},
year = {2019},
url = {http://arxiv.org/abs/1911.01861},
eprinttype = {arXiv},
eprint = {1911.01861},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1911-01861.bib}
}

E. Devijver, “Discussion on ”Minimal penalties and the slope heuristic: a survey” by Sylvain Arlot,” Journal de la Societe Française de Statistique, vol. 160, iss. 3, pp. 119-120, 2019.
[Bibtex]

@article{devijver:hal-03094408,
title = {{Discussion on ''Minimal penalties and the slope heuristic: a survey'' by Sylvain Arlot}},
author = {Devijver, Emilie},
hal_url = {https://hal.science/hal-03094408},
journal = {{Journal de la Societe Fran{\c{c}}aise de Statistique}},
publisher = {{Societe Fran{\c{ c}}aise de Statistique et Societe Mathematique de France}},
volume = {160},
number = {3},
pages = {119-120},
year = {2019},
month = Oct,
pdf = {https://hal.science/hal-03094408/file/752-Texte%20de%20l%27article-2889-1-10-20191011.pdf},
hal_id = {hal-03094408}
}

A. Ghizzawi, J. Marinescu, S. Elbassuoni, S. Amer-Yahia, and G. Bisson, “Fairank: an interactive system to explore fairness of ranking in online job marketplaces,” in Advances in database technology – 22nd international conference on extending database technology, EDBT 2019, lisbon, portugal, march 26-29, 2019, Lisbone, France, 2019, p. 582–585.
[Bibtex]

@inproceedings{DBLP:conf/edbt/GhizzawiMEAB19,
author = {Ahmad Ghizzawi and
Julien Marinescu and
Shady Elbassuoni and
Sihem Amer-Yahia and
Gilles Bisson},
title = {FaiRank: An Interactive System to Explore Fairness of Ranking in Online
Job Marketplaces},
booktitle = {Advances in Database Technology - 22nd International Conference on
Extending Database Technology, {EDBT} 2019, Lisbon, Portugal, March
26-29, 2019},
pages = {582--585},
year = {2019},
crossref = {DBLP:conf/edbt/2019},
url = {https://doi.org/10.5441/002/edbt.2019.61},
doi = {10.5441/002/EDBT.2019.61},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/edbt/GhizzawiMEAB19.bib},
hal_url = {https://hal.science/hal-02347125},
address = {Lisbone, France},
month = Mar,
pdf = {https://hal.science/hal-02347125/file/EDBT19_paper_295.pdf},
hal_id = {hal-02347125}
}

D. N. Popa, J. Perez, J. Henderson, and É. Gaussier, “Implicit discourse relation classification with syntax-aware contextualized word representations,” in Proceedings of the thirty-second international florida artificial intelligence research society conference, sarasota, florida, usa, may 19-22 2019, Florida, USA, United States, 2019, p. 203–208.
[Bibtex]

@inproceedings{DBLP:conf/flairs/PopaPHG19,
author = {Diana Nicoleta Popa and
Julien Perez and
James Henderson and
{\'{E}}ric Gaussier},
title = {Implicit Discourse Relation Classification with Syntax-Aware Contextualized
Word Representations},
booktitle = {Proceedings of the Thirty-Second International Florida Artificial
Intelligence Research Society Conference, Sarasota, Florida, USA,
May 19-22 2019},
pages = {203--208},
year = {2019},
crossref = {DBLP:conf/flairs/2019},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS19/paper/view/18303},
timestamp = {Wed, 26 Oct 2022 08:35:08 +0200},
dblp_url = {https://dblp.org/rec/conf/flairs/PopaPHG19.bib},
hal_url = {https://hal.science/hal-03352337},
address = {Florida, USA, United States},
pdf = {https://hal.science/hal-03352337/file/18303-78922-1-PB.pdf},
hal_id = {hal-03352337}
}

G. Balikas, G. Dias, R. Moraliyski, H. Akhmouch, and M. Amini, “Learning lexical-semantic relations using intuitive cognitive links,” in Advances in information retrieval – 41st european conference on IR research, ECIR 2019, cologne, germany, april 14-18, 2019, proceedings, part I, Cologne, Germany, 2019, p. 3–18.
[Bibtex]

@inproceedings{DBLP:conf/ecir/BalikasDMAA19,
author = {Georgios Balikas and
Ga{\"{e}}l Dias and
Rumen Moraliyski and
Houssam Akhmouch and
Massih-Reza Amini},
title = {Learning Lexical-Semantic Relations Using Intuitive Cognitive Links},
booktitle = {Advances in Information Retrieval - 41st European Conference on {IR}
Research, {ECIR} 2019, Cologne, Germany, April 14-18, 2019, Proceedings,
Part {I}},
pages = {3--18},
year = {2019},
crossref = {DBLP:conf/ecir/2019-1},
url = {https://doi.org/10.1007/978-3-030-15712-8\_1},
doi = {10.1007/978-3-030-15712-8\_1},
timestamp = {Fri, 25 Dec 2020 01:14:14 +0100},
dblp_url = {https://dblp.org/rec/conf/ecir/BalikasDMAA19.bib},
hal_url = {https://hal.science/hal-01978396},
address = {Cologne, Germany},
hal_id = {hal-01978396}
}

C. Adam, C. Garbay, and J. Dugdale, “Multi-factor model and simulation of social cohesion and its effect on evacuation,” in 52nd hawaii international conference on system sciences, HICSS 2019, grand wailea, maui, hawaii, usa, january 8-11, 2019, Hawaii, United States, 2019, p. 1–11.
[Bibtex]

@inproceedings{DBLP:conf/hicss/AdamGD19,
author = {Carole Adam and
Catherine Garbay and
Julie Dugdale},
title = {Multi-Factor Model and Simulation of Social Cohesion and Its Effect
on Evacuation},
booktitle = {52nd Hawaii International Conference on System Sciences, {HICSS} 2019,
Grand Wailea, Maui, Hawaii, USA, January 8-11, 2019},
pages = {1--11},
year = {2019},
crossref = {DBLP:conf/hicss/2019},
url = {https://hdl.handle.net/10125/59507},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/hicss/AdamGD19.bib},
hal_url = {https://shs.hal.science/halshs-02116007},
address = {Hawaii, United States},
month = Jan,
pdf = {https://shs.hal.science/halshs-02116007/file/HICSS_2019___cohesion-author-version.pdf},
hal_id = {halshs-02116007}
}

A. Goyal, E. Morvant, P. Germain, and M. Amini, “Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters,” Neurocomputing, 2019.
[Bibtex]

@article{goyal:hal-01857463,
title = {{Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters}},
author = {Goyal, Anil and Morvant, Emilie and Germain, Pascal and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01857463},
journal = {{Neurocomputing}},
publisher = {{Elsevier}},
year = {2019},
doi = {10.1016/j.neucom.2019.04.072},
keywords = {PAC-Bayes ; Multiview Learning ; Boosting},
pdf = {https://hal.science/hal-01857463v4/file/PBMVBoost_Paper.pdf},
hal_id = {hal-01857463}
}

T. Trouillon, É. Gaussier, C. R. Dance, and G. Bouchard, “On inductive abilities of latent factor models for relational learning,” J. artif. intell. res., vol. 64, p. 21–53, 2019.
[Bibtex]

@article{DBLP:journals/jair/TrouillonGDB19,
author = {Th{\'{e}}o Trouillon and
{\'{E}}ric Gaussier and
Christopher R. Dance and
Guillaume Bouchard},
title = {On Inductive Abilities of Latent Factor Models for Relational Learning},
journal = {J. Artif. Intell. Res.},
volume = {64},
pages = {21--53},
year = {2019},
url = {https://doi.org/10.1613/jair.1.11305},
doi = {10.1613/JAIR.1.11305},
timestamp = {Tue, 12 Feb 2019 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/jair/TrouillonGDB19.bib}
}

T. Trouillon, É. Gaussier, C. Dance, and G. Bouchard, “On Inductive Abilities of Latent Factor Models for Relational Learning,” Journal of Artificial Intelligence Research, vol. 64, pp. 21-53, 2019.
[Bibtex]

@article{trouillon:hal-03352271,
title = {{On Inductive Abilities of Latent Factor Models for Relational Learning}},
author = {Trouillon, Th{\'{e}}o and Gaussier, {\'{E}}ric and Dance, Christopher and Bouchard, Guillaume},
hal_url = {https://hal.science/hal-03352271},
journal = {{Journal of Artificial Intelligence Research}},
publisher = {{Association for the Advancement of Artificial Intelligence}},
volume = {64},
pages = {21-53},
year = {2019},
month = Jan,
doi = {10.1613/jair.1.11305},
hal_id = {hal-03352271}
}

P. Mulhem, L. Goeuriot, M. Amini, and N. Dogra, “Quels corpus d’entraînement pour l’expansion de requêtes par plongement de mots : application à la recherche de microblogs culturels,” Corr, vol. abs/1911.07317, 2019.
[Bibtex]

@article{DBLP:journals/corr/abs-1911-07317,
author = {Philippe Mulhem and
Lorraine Goeuriot and
Massih-Reza Amini and
Nayanika Dogra},
title = {Quels corpus d'entra{\^{\i}}nement pour l'expansion de requ{\^{e}}tes
par plongement de mots : application {\`{a}} la recherche de microblogs
culturels},
journal = {CoRR},
volume = {abs/1911.07317},
year = {2019},
url = {http://arxiv.org/abs/1911.07317},
eprinttype = {arXiv},
eprint = {1911.07317},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1911-07317.bib},
hal_url = {https://hal.science/hal-03625979},
publisher = {{ Herm{\`{e}}s}},
doi = {10.3166/dn.22.75-96},
hal_id = {hal-03625979}
}

C. K. Assaad, E. Devijver, É. Gaussier, and A. Aït-Bachir, “Scaling causal inference in additive noise models,” in Proceedings of the 2019 ACM SIGKDD workshop on causal discovery, cd@kdd 2019, anchorage, alaska, usa, august 5, 2019, 2019, p. 22–33.
[Bibtex]

@inproceedings{DBLP:conf/kdd/AssaadDGA19,
author = {Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier and
Ali A{\"{\i}}t-Bachir},
title = {Scaling Causal Inference in Additive Noise Models},
booktitle = {Proceedings of the 2019 {ACM} {SIGKDD} Workshop on Causal Discovery,
CD@KDD 2019, Anchorage, Alaska, USA, August 5, 2019},
pages = {22--33},
year = {2019},
crossref = {DBLP:conf/kdd/2019cd},
url = {http://proceedings.mlr.press/v104/assaad19a.html},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/kdd/AssaadDGA19.bib}
}

C. K. Assaad, E. Devijver, É. Gaussier, and A. Ait-Bachir, Scaling Causal Inference in Additive Noise Models, , 2019.
[Bibtex]

@book{assaad:halshs-02404727,
title = {{Scaling Causal Inference in Additive Noise Models}},
author = {Assaad, Charles K. and Devijver, Emilie and Gaussier, {\'{E}}ric and Ait-Bachir, Ali},
hal_url = {https://shs.hal.science/halshs-02404727},
year = {2019},
month = Aug,
keywords = {Causal Discovery ; Additive Noise Models ; Time Complexity ; Autoencoders},
pdf = {https://shs.hal.science/halshs-02404727/file/assaad19a.pdf},
hal_id = {halshs-02404727}
}

@inproceedings{DBLP:conf/kdd/AssaadDGA19,
author = {Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier and
Ali A{\"{\i}}t-Bachir},
title = {Scaling Causal Inference in Additive Noise Models},
booktitle = {Proceedings of the 2019 {ACM} {SIGKDD} Workshop on Causal Discovery,
CD@KDD 2019, Anchorage, Alaska, USA, August 5, 2019},
pages = {22--33},
year = {2019},
crossref = {DBLP:conf/kdd/2019cd},
url = {http://proceedings.mlr.press/v104/assaad19a.html},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/kdd/AssaadDGA19.bib}
}

C. K. Assaad, E. Devijver, É. Gaussier, and A. Ait-Bachir, Scaling Causal Inference in Additive Noise Models, , 2019.
[Bibtex]

@book{assaad:halshs-02404727,
title = {{Scaling Causal Inference in Additive Noise Models}},
author = {Assaad, Charles K. and Devijver, Emilie and Gaussier, {\'{E}}ric and Ait-Bachir, Ali},
hal_url = {https://shs.hal.science/halshs-02404727},
year = {2019},
month = Aug,
keywords = {Causal Discovery ; Additive Noise Models ; Time Complexity ; Autoencoders},
pdf = {https://shs.hal.science/halshs-02404727/file/assaad19a.pdf},
hal_id = {halshs-02404727}
}

V. Feofanov, M. Amini, and E. Devijver, “Semi-supervised wrapper feature selection with imperfect labels,” Corr, vol. abs/1911.04841, 2019.
[Bibtex]

@article{DBLP:journals/corr/abs-1911-04841,
author = {Vasilii Feofanov and
Massih-Reza Amini and
Emilie Devijver},
title = {Semi-supervised Wrapper Feature Selection with Imperfect Labels},
journal = {CoRR},
volume = {abs/1911.04841},
year = {2019},
url = {http://arxiv.org/abs/1911.04841},
eprinttype = {arXiv},
eprint = {1911.04841},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1911-04841.bib}
}

A. Burashnikova, Y. Maximov, and M. Amini, “Sequential learning over implicit feedback for robust large-scale recommender systems,” in Machine learning and knowledge discovery in databases – european conference, ECML PKDD 2019, würzburg, germany, september 16-20, 2019, proceedings, part III, 2019, p. 253–269.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/BurashnikovaMA19,
author = {Aleksandra Burashnikova and
Yury Maximov and
Massih-Reza Amini},
title = {Sequential Learning over Implicit Feedback for Robust Large-Scale
Recommender Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20, 2019,
Proceedings, Part {III}},
pages = {253--269},
year = {2019},
crossref = {DBLP:conf/pkdd/2019-3},
url = {https://doi.org/10.1007/978-3-030-46133-1\_16},
doi = {10.1007/978-3-030-46133-1\_16},
timestamp = {Mon, 04 May 2020 14:12:15 +0200},
dblp_url = {https://dblp.org/rec/conf/pkdd/BurashnikovaMA19.bib}
}

A. Burashnikova, Y. Maximov, and M. Amini, “Sequential learning over implicit feedback for robust large-scale recommender systems,” Corr, vol. abs/1902.08495, 2019.
[Bibtex]

@article{DBLP:journals/corr/abs-1902-08495,
author = {Alexandra Burashnikova and
Yury Maximov and
Massih-Reza Amini},
title = {Sequential Learning over Implicit Feedback for Robust Large-Scale
Recommender Systems},
journal = {CoRR},
volume = {abs/1902.08495},
year = {2019},
url = {http://arxiv.org/abs/1902.08495},
eprinttype = {arXiv},
eprint = {1902.08495},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1902-08495.bib}
}

A. E. Mahdaouy, É. Gaussier, and S. E. A. Ouatik, “Should one use term proximity or multi-word terms for arabic information retrieval?,” Comput. speech lang., vol. 58, p. 76–97, 2019.
[Bibtex]

@article{DBLP:journals/csl/MahdaouyGO19,
author = {Abdelkader El Mahdaouy and
{\'{E}}ric Gaussier and
Sa{\"{\i}}d El Alaoui Ouatik},
title = {Should one use term proximity or multi-word terms for Arabic information
retrieval?},
journal = {Comput. Speech Lang.},
volume = {58},
pages = {76--97},
year = {2019},
url = {https://doi.org/10.1016/j.csl.2019.04.002},
doi = {10.1016/J.CSL.2019.04.002},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/csl/MahdaouyGO19.bib},
hal_url = {https://hal.science/hal-02132287},
publisher = {{Elsevier}},
month = Nov,
pdf = {https://hal.science/hal-02132287/file/S0885230816302194.pdf},
hal_id = {hal-02132287}
}

H. Mirisaee, É. Gaussier, C. Lagnier, and A. Guerraz, “Terminology-based text embedding for computing document similarities on technical content,” in Actes de la conférence sur le traitement automatique des langues naturelles (TALN) PFIA 2019. terminologie et intelligence artificielle (atelier TALN-RECITAL & ic), toulouse, france, 2019, 2019, p. 31–42.
[Bibtex]

@inproceedings{DBLP:conf/taln/MirisaeeGLG19,
author = {Hamid Mirisaee and
{\'{E}}ric Gaussier and
C{\'{e}}dric Lagnier and
Agn{\`{e}}s Guerraz},
title = {Terminology-based Text Embedding for Computing Document Similarities
on Technical Content},
booktitle = {Actes de la Conf{\'{e}}rence sur le Traitement Automatique des Langues
Naturelles {(TALN)} {PFIA} 2019. Terminologie et Intelligence Artificielle
(atelier {TALN-RECITAL} {\&} IC), Toulouse, France, 2019},
pages = {31--42},
year = {2019},
crossref = {DBLP:conf/taln/2019tia},
url = {https://aclanthology.org/2019.jeptalnrecital-tia.3/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/taln/MirisaeeGLG19.bib}
}

H. Mirisaee, É. Gaussier, C. Lagnier, and A. Guerraz, “Terminology-based text embedding for computing document similarities on technical content,” Corr, vol. abs/1906.01874, 2019.
[Bibtex]

@article{DBLP:journals/corr/abs-1906-01874,
author = {Hamid Mirisaee and
{\'{E}}ric Gaussier and
C{\'{e}}dric Lagnier and
Agn{\`{e}}s Guerraz},
title = {Terminology-based Text Embedding for Computing Document Similarities
on Technical Content},
journal = {CoRR},
volume = {abs/1906.01874},
year = {2019},
url = {http://arxiv.org/abs/1906.01874},
eprinttype = {arXiv},
eprint = {1906.01874},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1906-01874.bib}
}

H. Mirisaee, É. Gaussier, C. Lagnier, and A. Guerraz, “Terminology-based Text Embedding for Computing Document Similarities on Technical Content,” in TIA-PFIA 2019 (atelier TALN-RECITAL ), Toulouse, France, 2019.
[Bibtex]

@inproceedings{mirisaee:hal-03352371,
title = {{Terminology-based Text Embedding for Computing Document Similarities on Technical Content}},
author = {Mirisaee, Hamid and Gaussier, {\'{E}}ric and Lagnier, Cedric and Guerraz, Agnes},
hal_url = {https://hal.science/hal-03352371},
booktitle = {{TIA-PFIA 2019 (atelier TALN-RECITAL )}},
address = {Toulouse, France},
year = {2019},
keywords = {document similarity ; keyphrase ; Document embedding ; Repr{\'{e}}sentation de document ; similarit{\'{e}} entre documents ; k-core ; phrases-cl{\'{e}}s},
pdf = {https://hal.science/hal-03352371/file/2019.jeptalnrecital-tia.3.pdf},
hal_id = {hal-03352371}
}

V. Feofanov, E. Devijver, and M. Amini, “Transductive bounds for the multi-class majority vote classifier,” in The thirty-third AAAI conference on artificial intelligence, AAAI 2019, the thirty-first innovative applications of artificial intelligence conference, IAAI 2019, the ninth AAAI symposium on educational advances in artificial intelligence, EAAI 2019, honolulu, hawaii, usa, january 27 – february 1, 2019, 2019, p. 3566–3573.
[Bibtex]

@inproceedings{DBLP:conf/aaai/FeofanovDA19,
author = {Vasilii Feofanov and
Emilie Devijver and
Massih-Reza Amini},
title = {Transductive Bounds for the Multi-Class Majority Vote Classifier},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3566--3573},
year = {2019},
crossref = {DBLP:conf/aaai/2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013566},
doi = {10.1609/AAAI.V33I01.33013566},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
dblp_url = {https://dblp.org/rec/conf/aaai/FeofanovDA19.bib}
}

V. Feofanov, E. Devijver, and M. Amini, “Transductive Bounds for the Multi-class Majority Vote Classifier,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 33, pp. 3566-3573, 2019.
[Bibtex]

@article{feofanov:hal-01980449,
title = {{Transductive Bounds for the Multi-class Majority Vote Classifier}},
author = {Feofanov, Vasilii and Devijver, Emilie and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01980449},
journal = {{Proceedings of the AAAI Conference on Artificial Intelligence}},
volume = {33},
pages = {3566-3573},
year = {2019},
month = Jul,
doi = {10.1609/aaai.v33i01.33013566},
pdf = {https://hal.science/hal-01980449v2/file/4236-Article%20Text-7290-1-10-20190705.pdf},
hal_id = {hal-01980449}
}

V. Feofanov, E. Devijver, and M. Amini, “Transductive Bounds for the Multi-class Majority Vote Classifier,” in Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2019), Honolulu, United States, 2019, pp. 3566-3573.
[Bibtex]

@inproceedings{DBLP:conf/aaai/FeofanovDA19,
title = {{Transductive Bounds for the Multi-class Majority Vote Classifier}},
author = {Feofanov, Vasilii and Devijver, Emilie and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-02414026},
booktitle = {{Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2019)}},
address = {Honolulu, United States},
volume = {33},
pages = {3566-3573},
year = {2019},
month = Jan,
doi = {10.1609/aaai.v33i01.33013566},
hal_id = {hal-02414026},
crossref = {DBLP:conf/aaai/2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013566},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
dblp_url = {https://dblp.org/rec/conf/aaai/FeofanovDA19.bib}
}

@article{feofanov:hal-01980449,
title = {{Transductive Bounds for the Multi-class Majority Vote Classifier}},
author = {Feofanov, Vasilii and Devijver, Emilie and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01980449},
journal = {{Proceedings of the AAAI Conference on Artificial Intelligence}},
volume = {33},
pages = {3566-3573},
year = {2019},
month = Jul,
doi = {10.1609/aaai.v33i01.33013566},
pdf = {https://hal.science/hal-01980449v2/file/4236-Article%20Text-7290-1-10-20190705.pdf},
hal_id = {hal-01980449}
}

@inproceedings{feofanov:hal-02414026,
title = {{Transductive Bounds for the Multi-class Majority Vote Classifier}},
author = {Feofanov, Vasilii and Devijver, Emilie and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-02414026},
booktitle = {{Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2019)}},
address = {Honolulu, United States},
volume = {33},
pages = {3566-3573},
year = {2019},
month = Jan,
doi = {10.1609/aaai.v33i01.33013566},
hal_id = {hal-02414026}
}

C. Brouard, J. Chevallet, Téo. Orthlieb, and H. Slim, “WIB : un navigateur intégré pourwikipédia destiné à l’évaluation participative de modèles de pertinence,” in Extraction et gestion des connaissances, EGC 2019, metz, france, january 21-25, 2019, Metz, France, 2019, p. 433–436.
[Bibtex]

@inproceedings{DBLP:conf/f-egc/BrouardCOS19,
author = {Christophe Brouard and
Jean-Pierre Chevallet and
T{\'{e}}o Orthlieb and
Habib Slim},
title = {{WIB} : un navigateur int{\'{e}}gr{\'{e}} pourWikip{\'{e}}dia destin{\'{e}}
{\`{a}} l'{\'{e}}valuation participative de mod{\`{e}}les de pertinence},
booktitle = {Extraction et Gestion des connaissances, {EGC} 2019, Metz, France,
January 21-25, 2019},
pages = {433--436},
year = {2019},
crossref = {DBLP:conf/f-egc/2019},
url = {http://editions-rnti.fr/?inprocid=1002527},
timestamp = {Tue, 26 Nov 2019 17:09:48 +0100},
dblp_url = {https://dblp.org/rec/conf/f-egc/BrouardCOS19.bib},
hal_url = {https://hal.science/hal-01988346},
address = {Metz, France},
month = Jan,
keywords = {pertinence ; navigation ; {\'{e}}valuation participative ; Wikipedia},
hal_id = {hal-01988346}
}

J. Yuan, A. Douzal-Chouakria, S. V. Yazdi, and Z. Wang, “A large margin time series nearest neighbour classification under locally weighted time warps,” Knowl. inf. syst., vol. 59, iss. 1, p. 117–135, 2019.
[Bibtex]

@article{DBLP:journals/kais/YuanCYW19,
author = {Jidong Yuan and
Ahlame Douzal-Chouakria and
Saeed Varasteh Yazdi and
Zhihai Wang},
title = {A large margin time series nearest neighbour classification under
locally weighted time warps},
journal = {Knowl. Inf. Syst.},
volume = {59},
number = {1},
pages = {117--135},
year = {2019},
url = {https://doi.org/10.1007/s10115-018-1184-z},
doi = {10.1007/S10115-018-1184-Z},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/kais/YuanCYW19.bib},
hal_url = {https://hal.science/hal-01778905},
publisher = {{Springer}},
month = Mar,
hal_id = {hal-01778905}
}

A. Goyal, E. Morvant, P. Germain, and M. Amini, “Multiview boosting by controlling the diversity and the accuracy of view-specific voters,” Neurocomputing, vol. 358, p. 81–92, 2019.
[Bibtex]

@article{DBLP:journals/ijon/GoyalMGA19,
author = {Anil Goyal and
Emilie Morvant and
Pascal Germain and
Massih-Reza Amini},
title = {Multiview Boosting by Controlling the Diversity and the Accuracy of
View-specific Voters},
journal = {Neurocomputing},
volume = {358},
pages = {81--92},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.04.072},
doi = {10.1016/J.NEUCOM.2019.04.072},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/ijon/GoyalMGA19.bib},
eprinttype = {arXiv},
eprint = {1808.05784}
}

A. E. Mahdaouy, S. E. A. Ouatik, and É. Gaussier, “Word-embedding-based pseudo-relevance feedback for arabic information retrieval,” J. inf. sci., vol. 45, iss. 4, p. 16555151879221, 2019.
[Bibtex]

@article{DBLP:journals/jis/MahdaouyOG19,
author = {Abdelkader El Mahdaouy and
Sa{\"{\i}}d El Alaoui Ouatik and
{\'{E}}ric Gaussier},
title = {Word-embedding-based pseudo-relevance feedback for Arabic information
retrieval},
journal = {J. Inf. Sci.},
volume = {45},
number = {4},
year = {2019},
url = {https://doi.org/10.1177/0165551518792210},
doi = {10.1177/0165551518792210},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/jis/MahdaouyOG19.bib},
hal_url = {https://hal.science/hal-02132288},
publisher = {{SAGE Publications}},
pages = {016555151879221},
month = Aug,
hal_id = {hal-02132288}
}

2018

M. Amini, æœºå™¨å¦ä¹ ç†è®ºã€å®žè·µä¸Žæé«˜, , 2018.
[Bibtex]

@book{amini:hal-01999523,
title = {{æœºå™¨å¦ä¹ ç†è®ºã€å®žè·µä¸Žæé«˜}},
author = {Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01999523},
year = {2018},
month = Mar,
hal_id = {hal-01999523}
}

K. Mishchenko, F. Iutzeler, J. Malick, and M. Amini, “A delay-tolerant proximal-gradient algorithm for distributed learning,” in Proceedings of the 35th international conference on machine learning, ICML 2018, stockholmsmässan, stockholm, sweden, july 10-15, 2018, Stockholm, Sweden, 2018, p. 3584–3592.
[Bibtex]

@inproceedings{DBLP:conf/icml/MishchenkoIMA18,
author = {Konstantin Mishchenko and
Franck Iutzeler and
J{\'{e}}r{\^{o}}me Malick and
Massih-Reza Amini},
title = {A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15,
2018},
pages = {3584--3592},
year = {2018},
crossref = {DBLP:conf/icml/2018},
url = {http://proceedings.mlr.press/v80/mishchenko18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
dblp_url = {https://dblp.org/rec/conf/icml/MishchenkoIMA18.bib},
hal_url = {https://hal.science/hal-01996562},
address = {Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {80},
month = Jul,
hal_id = {hal-01996562}
}

Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “A hybrid architecture for non-technical skills diagnosis,” in Intelligent tutoring systems – 14th international conference, ITS 2018, montreal, qc, canada, june 11-15, 2018, proceedings, Montreal, Canada, 2018, p. 300–305.
[Bibtex]

@inproceedings{DBLP:conf/its/BourrierJGL18,
author = {Yannick Bourrier and
Francis Jambon and
Catherine Garbay and
Vanda Luengo},
title = {A Hybrid Architecture for Non-technical Skills Diagnosis},
booktitle = {Intelligent Tutoring Systems - 14th International Conference, {ITS}
2018, Montreal, QC, Canada, June 11-15, 2018, Proceedings},
pages = {300--305},
year = {2018},
crossref = {DBLP:conf/its/2018},
url = {https://doi.org/10.1007/978-3-319-91464-0\_31},
doi = {10.1007/978-3-319-91464-0\_31},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
dblp_url = {https://dblp.org/rec/conf/its/BourrierJGL18.bib},
hal_url = {https://hal.science/hal-01774652},
address = {Montreal, Canada},
publisher = {{Springer}},
series = {Lecture Notes in Computer Science},
volume = {10858},
month = Jun,
keywords = {Ill-defined domains ; Neural networks ; Bayesian networks},
hal_id = {hal-01774652}
}

E. Diemert, A. Betlei, C. Renaudin, and M. Amini, “A Large Scale Benchmark for Uplift Modeling,” in KDD, London, United Kingdom, 2018.
[Bibtex]

@inproceedings{diemert:hal-02515860,
title = {{A Large Scale Benchmark for Uplift Modeling}},
author = {Diemert, Eustache and Betlei, Artem and Renaudin, Christophe and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-02515860},
booktitle = {{KDD}},
address = {London, United Kingdom},
year = {2018},
doi = {10.1145/nnnnnnn.nnnnnnn},
keywords = {CCS CONCEPTS $\b{ullet$ General and reference $\rightarrow$ Evaluation ; $\bullet$ Computing method- ologies $\rightarrow$ Machine learning ; Supervised learning ; KEYWORDS Uplift Prediction ; Causal Inference ; Digital Advertising ; Individual Treatment Effect}},
pdf = {https://hal.science/hal-02515860/file/large-scale-benchmark.pdf},
hal_id = {hal-02515860}
}

J. Quinton, E. Devijver, A. Leclercq-Samson, and A. Smeding, “Analyse fonctionnelle de trajectoires de souris en cognition sociale,” in Congrès International de Psychologie Sociale en Langue Française, Louvain-la-Neuve, Belgium, 2018.
[Bibtex]

@inproceedings{quinton:hal-01839425,
title = {{Analyse fonctionnelle de trajectoires de souris en cognition sociale}},
author = {Quinton, Jean-Charles and Devijver, Emilie and Leclercq-Samson, Adeline and Smeding, Annique},
hal_url = {https://hal.science/hal-01839425},
booktitle = {{Congr{\`{e}}s International de Psychologie Sociale en Langue Fran{\c{c}}aise}},
address = {Louvain-la-Neuve, Belgium},
year = {2018},
month = Jul,
keywords = {donn{\'{e}}es fonctionnelles ; mouse-tracking ; mod{\`{e}}les mixtes ; cognition sociale ; perception sociale},
hal_id = {hal-01839425}
}

A. Goyal, E. Morvant, and M. Amini, “Apprentissage d’un vote de majorité hiérarchique pour l’apprentissage multivue,” in Conférence Francophone sur l’Apprentissage Automatique (CAp), Rouen, France, 2018.
[Bibtex]

@inproceedings{goyal:hal-01889342,
title = {{Apprentissage d'un vote de majorit{\'{e}} hi{\'{e}}rarchique pour l'apprentissage multivue}},
author = {Goyal, Anil and Morvant, Emilie and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01889342},
booktitle = {{Conf{\'{e}}rence Francophone sur l'Apprentissage Automatique (CAp)}},
address = {Rouen, France},
year = {2018},
month = Jun,
keywords = {Multiview Learning ; Bregman Divergence ; Majority vote},
hal_id = {hal-01889342}
}

D. Grishchenko, F. Iutzeler, J. Malick, and M. Amini, “Asynchronous distributed learning with sparse communications and identification,” Corr, vol. abs/1812.03871, 2018.
[Bibtex]

@article{DBLP:journals/corr/abs-1812-03871,
author = {Dmitry Grishchenko and
Franck Iutzeler and
J{\'{e}}r{\^{o}}me Malick and
Massih-Reza Amini},
title = {Asynchronous Distributed Learning with Sparse Communications and Identification},
journal = {CoRR},
volume = {abs/1812.03871},
year = {2018},
url = {http://arxiv.org/abs/1812.03871},
eprinttype = {arXiv},
eprint = {1812.03871},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1812-03871.bib}
}

S. Agarwal, M. Dymetman, and É. Gaussier, “Char2char generation with reranking for the E2E NLG challenge,” in Proceedings of the 11th international conference on natural language generation, tilburg university, the netherlands, november 5-8, 2018, 2018, p. 451–456.
[Bibtex]

@inproceedings{DBLP:conf/inlg/AgarwalDG18,
author = {Shubham Agarwal and
Marc Dymetman and
{\'{E}}ric Gaussier},
title = {Char2char Generation with Reranking for the {E2E} {NLG} Challenge},
booktitle = {Proceedings of the 11th International Conference on Natural Language
Generation, Tilburg University, The Netherlands, November 5-8, 2018},
pages = {451--456},
year = {2018},
crossref = {DBLP:conf/inlg/2018},
url = {https://doi.org/10.18653/v1/w18-6555},
doi = {10.18653/V1/W18-6555},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/inlg/AgarwalDG18.bib}
}

S. Agarwal, M. Dymetman, and É. Gaussier, “Char2char generation with reranking for the E2E NLG challenge,” Corr, vol. abs/1811.05826, 2018.
[Bibtex]

@article{DBLP:journals/corr/abs-1811-05826,
author = {Shubham Agarwal and
Marc Dymetman and
{\'{E}}ric Gaussier},
title = {Char2char Generation with Reranking for the {E2E} {NLG} Challenge},
journal = {CoRR},
volume = {abs/1811.05826},
year = {2018},
url = {http://arxiv.org/abs/1811.05826},
eprinttype = {arXiv},
eprint = {1811.05826},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1811-05826.bib}
}

G. Balikas, G. Dias, R. Moraliyski, and M. Amini, “Concurrent learning of semantic relations,” Corr, vol. abs/1807.10076, 2018.
[Bibtex]

@article{DBLP:journals/corr/abs-1807-10076,
author = {Georgios Balikas and
Ga{\"{e}}l Dias and
Rumen Moraliyski and
Massih-Reza Amini},
title = {Concurrent Learning of Semantic Relations},
journal = {CoRR},
volume = {abs/1807.10076},
year = {2018},
url = {http://arxiv.org/abs/1807.10076},
eprinttype = {arXiv},
eprint = {1807.10076},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1807-10076.bib}
}

N. Dogra, P. Mulhem, L. Goeuriot, and M. Amini, “Corpus d’entraînement sur les plongements de mots pour la recherche de microblogs culturels,” in Conférence en recherche d’informations et applications – CORIA 2018, 15th french information retrieval conference, rennes, france, may 16-18, 2018. proceedings, Rennes, France, 2018.
[Bibtex]

@inproceedings{DBLP:conf/coria/DograMGA18,
author = {Nayanika Dogra and
Philippe Mulhem and
Lorraine Goeuriot and
Massih-Reza Amini},
title = {Corpus d'entra{\^{\i}}nement sur les plongements de mots pour la recherche
de microblogs culturels},
booktitle = {COnf{\'{e}}rence en Recherche d'Informations et Applications - {CORIA}
2018, 15th French Information Retrieval Conference, Rennes, France,
May 16-18, 2018. Proceedings},
year = {2018},
crossref = {DBLP:conf/coria/2018},
url = {https://doi.org/10.24348/coria.2018.paper10},
doi = {10.24348/CORIA.2018.PAPER10},
timestamp = {Fri, 29 Mar 2019 10:41:32 +0100},
dblp_url = {https://dblp.org/rec/conf/coria/DograMGA18.bib},
hal_url = {https://hal.science/hal-01915204},
address = {Rennes, France},
month = May,
hal_id = {hal-01915204}
}

G. Balikas, C. Laclau, I. Redko, and M. Amini, “Cross-lingual document retrieval using regularized wasserstein distance,” in Advances in information retrieval – 40th european conference on IR research, ECIR 2018, grenoble, france, march 26-29, 2018, proceedings, 2018, p. 398–410.
[Bibtex]

@inproceedings{DBLP:conf/ecir/BalikasLRA18,
author = {Georgios Balikas and
Charlotte Laclau and
Ievgen Redko and
Massih-Reza Amini},
title = {Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance},
booktitle = {Advances in Information Retrieval - 40th European Conference on {IR}
Research, {ECIR} 2018, Grenoble, France, March 26-29, 2018, Proceedings},
pages = {398--410},
year = {2018},
crossref = {DBLP:conf/ecir/2018},
url = {https://doi.org/10.1007/978-3-319-76941-7\_30},
doi = {10.1007/978-3-319-76941-7\_30},
timestamp = {Thu, 14 Oct 2021 09:46:34 +0200},
dblp_url = {https://dblp.org/rec/conf/ecir/BalikasLRA18.bib}
}

G. Balikas, C. Laclau, I. Redko, and M. Amini, “Cross-lingual document retrieval using regularized wasserstein distance,” Corr, vol. abs/1805.04437, 2018.
[Bibtex]

@article{DBLP:journals/corr/abs-1805-04437,
author = {Georgios Balikas and
Charlotte Laclau and
Ievgen Redko and
Massih-Reza Amini},
title = {Cross-lingual Document Retrieval using Regularized Wasserstein Distance},
journal = {CoRR},
volume = {abs/1805.04437},
year = {2018},
url = {http://arxiv.org/abs/1805.04437},
eprinttype = {arXiv},
eprint = {1805.04437},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1805-04437.bib}
}

G. Balikas, C. Laclau, I. Redko, and M. Amini, “Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance,” in Advances in Information Retrieval – 40th European Conference on IR Research, Grenoble, France, 2018.
[Bibtex]

@inproceedings{balikas:hal-01888678,
title = {{Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance}},
author = {Balikas, Georgios and Laclau, Charlotte and Redko, Ievgen and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01888678},
booktitle = {{Advances in Information Retrieval - 40th European Conference on IR Research}},
address = {Grenoble, France},
year = {2018},
month = Mar,
hal_id = {hal-01888678}
}

M. Amini, R. Blanch, M. Clausel, J. Durand, É. Gaussier, J. Malick, C. Picard, V. Quéma, and G. Quénot, Data Science, Eyrolles, 2018.
[Bibtex]

@book{amini:hal-01978692,
title = {{Data Science}},
author = {Amini, Massih-Reza and Blanch, Renaud and Clausel, Marianne and Durand, Jean-Baptiste and Gaussier, {\'{E}}ric and Malick, J{\'{e}}r{\^{o}}me and Picard, Christophe and Qu{\'{e}}ma, Vivien and Qu{\'{e}}not, Georges},
hal_url = {https://hal.science/hal-01978692},
publisher = {{Eyrolles}},
year = {2018},
month = Aug,
hal_id = {hal-01978692}
}

K. T. Nguyen, F. Portet, and C. Garbay, “Dealing with imbalanced data sets for human activity recognition using mobile phone sensors,” in Intelligent environments 2018 – workshop proceedings of the 14th international conference on intelligent environments, rome, italy, 25-28 june 2018, Rome, Italy, 2018, p. 129–138.
[Bibtex]

@inproceedings{DBLP:conf/intenv/NguyenPG18,
author = {Ky Trung Nguyen and
Fran{\c{c}}ois Portet and
Catherine Garbay},
title = {Dealing with Imbalanced Data Sets for Human Activity Recognition Using
Mobile Phone Sensors},
booktitle = {Intelligent Environments 2018 - Workshop Proceedings of the 14th International
Conference on Intelligent Environments, Rome, Italy, 25-28 June 2018},
pages = {129--138},
year = {2018},
crossref = {DBLP:conf/intenv/2018w},
url = {https://doi.org/10.3233/978-1-61499-874-7-129},
doi = {10.3233/978-1-61499-874-7-129},
timestamp = {Sat, 21 Jul 2018 18:39:38 +0200},
dblp_url = {https://dblp.org/rec/conf/intenv/NguyenPG18.bib},
hal_url = {https://hal.science/hal-01950472},
address = {Rome, Italy},
month = Jun,
keywords = {human activity recognition ; smartphone ; oversampling ; class imbalance problem ; context-aware computing ; Ambient Intelligence},
pdf = {https://hal.science/hal-01950472/file/imblanced-data-human.pdf},
hal_id = {hal-01950472}
}

M. Tami, M. Clausel, E. Devijver, A. Dulac, É. Gaussier, S. Janaqi, and M. Chèbre, “Dealing with uncertain inputs in regression trees,” Corr, vol. abs/1810.11698, 2018.
[Bibtex]

@article{DBLP:journals/corr/abs-1810-11698,
author = {Myriam Tami and
Marianne Clausel and
Emilie Devijver and
Adrien Dulac and
{\'{E}}ric Gaussier and
Stefan Janaqi and
M{\'{e}}riam Ch{\`{e}}bre},
title = {Dealing with Uncertain Inputs in Regression Trees},
journal = {CoRR},
volume = {abs/1810.11698},
year = {2018},
url = {http://arxiv.org/abs/1810.11698},
eprinttype = {arXiv},
eprint = {1810.11698},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1810-11698.bib}
}

M. M. Fard, T. Thonet, and É. Gaussier, “Deep k-means: jointly clustering with k-means and learning representations,” Corr, vol. abs/1806.10069, 2018.
[Bibtex]

@article{DBLP:journals/corr/abs-1806-10069,
author = {Maziar Moradi Fard and
Thibaut Thonet and
{\'{E}}ric Gaussier},
title = {Deep k-Means: Jointly Clustering with k-Means and Learning Representations},
journal = {CoRR},
volume = {abs/1806.10069},
year = {2018},
url = {http://arxiv.org/abs/1806.10069},
eprinttype = {arXiv},
eprint = {1806.10069},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1806-10069.bib}
}

S. T. Mai, S. Amer-Yahia, S. Bailly, J. L. Pépin, A. Douzal-Chouakria, K. T. Nguyen, and A. -, “Evolutionary active constrained clustering for obstructive sleep apnea analysis,” Data sci. eng., vol. 3, iss. 4, p. 359–378, 2018.
[Bibtex]

@article{DBLP:journals/dase/MaiABPCNN18,
author = {Son T. Mai and
Sihem Amer-Yahia and
S{\'{e}}bastien Bailly and
Jean Louis P{\'{e}}pin and
Ahlame Douzal-Chouakria and
Ky T. Nguyen and
Anh{-}Duong Nguyen},
title = {Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea
Analysis},
journal = {Data Sci. Eng.},
volume = {3},
number = {4},
pages = {359--378},
year = {2018},
url = {https://doi.org/10.1007/s41019-018-0080-6},
doi = {10.1007/S41019-018-0080-6},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/dase/MaiABPCNN18.bib},
hal_url = {https://hal.science/hal-02000491},
publisher = {{Springer}},
month = Dec,
hal_id = {hal-02000491}
}

S. Sidana, S. Amer-Yahia, M. Clausel, M. Rebai, S. Mai, and M. Amini, “Health monitoring on social media over time,” IEEE Transactions on Knowledge and Data Engineering, vol. 30, iss. 8, pp. 1467-1480, 2018.
[Bibtex]

@article{sidana:hal-02000482,
title = {{Health monitoring on social media over time}},
author = {Sidana, Sumit and Amer-Yahia, Sihem and Clausel, Marianne and Rebai, Majdeddine and Mai, Son and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-02000482},
journal = {{IEEE Transactions on Knowledge and Data Engineering}},
publisher = {{Institute of Electrical and Electronics Engineers}},
volume = {30},
number = {8},
pages = {1467-1480},
year = {2018},
month = Aug,
doi = {10.1109/TKDE.2018.2795606},
hal_id = {hal-02000482}
}

S. Moura, A. Asarbaev, M. Amini, and Y. Maximov, “Heterogeneous dyadic multi-task learning with implicit feedback,” in Neural information processing – 25th international conference, ICONIP 2018, siem reap, cambodia, december 13-16, 2018, proceedings, part III, 2018, p. 660–672.
[Bibtex]

@inproceedings{DBLP:conf/iconip/MouraAAM18,
author = {Simon Moura and
Amir Asarbaev and
Massih-Reza Amini and
Yury Maximov},
title = {Heterogeneous Dyadic Multi-task Learning with Implicit Feedback},
booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
{III}},
pages = {660--672},
year = {2018},
crossref = {DBLP:conf/iconip/2018-3},
url = {https://doi.org/10.1007/978-3-030-04182-3\_58},
doi = {10.1007/978-3-030-04182-3\_58},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
dblp_url = {https://dblp.org/rec/conf/iconip/MouraAAM18.bib}
}

A. E. Mahdaouy, S. E. A. Ouatik, and É. Gaussier, “Improving arabic information retrieval using word embedding similarities,” Int. j. speech technol., vol. 21, iss. 1, p. 121–136, 2018.
[Bibtex]

@article{DBLP:journals/ijst/MahdaouyOG18,
author = {Abdelkader El Mahdaouy and
Sa{\"{\i}}d El Alaoui Ouatik and
{\'{E}}ric Gaussier},
title = {Improving Arabic information retrieval using word embedding similarities},
journal = {Int. J. Speech Technol.},
volume = {21},
number = {1},
pages = {121--136},
year = {2018},
url = {https://doi.org/10.1007/s10772-018-9492-y},
doi = {10.1007/S10772-018-9492-Y},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/ijst/MahdaouyOG18.bib},
hal_url = {https://hal.science/hal-01706531},
publisher = {{Springer Verlag}},
month = Mar,
keywords = { Semantic similarity ; Word embedding ; Term mismatch ; Arabic information retrieval},
hal_id = {hal-01706531}
}

B. Joshi, F. Iutzeler, and M. Amini, “Large-scale asynchronous distributed learning based on parameter exchanges,” Int. j. data sci. anal., vol. 5, iss. 4, p. 223–232, 2018.
[Bibtex]

@article{DBLP:journals/ijdsa/JoshiIA18,
author = {Bikash Joshi and
Franck Iutzeler and
Massih-Reza Amini},
title = {Large-scale asynchronous distributed learning based on parameter exchanges},
journal = {Int. J. Data Sci. Anal.},
volume = {5},
number = {4},
pages = {223--232},
year = {2018},
url = {https://doi.org/10.1007/s41060-018-0110-5},
doi = {10.1007/S41060-018-0110-5},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/ijdsa/JoshiIA18.bib},
hal_url = {https://hal.science/hal-01727638},
publisher = {{Springer Verlag}},
month = Jun,
hal_id = {hal-01727638}
}

S. Sidana, C. Laclau, and M. Amini, “Learning to recommend diverse items over implicit feedback on PANDOR,” in Proceedings of the 12th ACM conference on recommender systems, recsys 2018, vancouver, bc, canada, october 2-7, 2018, 2018, p. 427–431.
[Bibtex]

@inproceedings{DBLP:conf/recsys/SidanaLA18,
author = {Sumit Sidana and
Charlotte Laclau and
Massih-Reza Amini},
title = {Learning to recommend diverse items over implicit feedback on {PANDOR}},
booktitle = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys
2018, Vancouver, BC, Canada, October 2-7, 2018},
pages = {427--431},
year = {2018},
crossref = {DBLP:conf/recsys/2018},
url = {https://doi.org/10.1145/3240323.3240400},
doi = {10.1145/3240323.3240400},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/recsys/SidanaLA18.bib}
}

B. Li, É. Gaussier, and D. Yang, “Measuring bilingual corpus comparability,” Nat. lang. eng., vol. 24, iss. 4, p. 523–549, 2018.
[Bibtex]

@article{DBLP:journals/nle/LiGY18,
author = {Bo Li and
{\'{E}}ric Gaussier and
Dan Yang},
title = {Measuring bilingual corpus comparability},
journal = {Nat. Lang. Eng.},
volume = {24},
number = {4},
pages = {523--549},
year = {2018},
url = {https://doi.org/10.1017/S1351324917000481},
doi = {10.1017/S1351324917000481},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/nle/LiGY18.bib}
}

V. Shalaeva, S. Alkhoury, J. Marinescu, C. Amblard, and G. Bisson, “Multi-operator decision trees for explainable time-series classification,” in Information processing and management of uncertainty in knowledge-based systems. theory and foundations – 17th international conference, IPMU 2018, cádiz, spain, june 11-15, 2018, proceedings, part I, 2018, p. 86–99.
[Bibtex]

@inproceedings{DBLP:conf/ipmu/ShalaevaAMAB18,
author = {Vera Shalaeva and
Sami Alkhoury and
Julien Marinescu and
C{\'{e}}cile Amblard and
Gilles Bisson},
title = {Multi-operator Decision Trees for Explainable Time-Series Classification},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems. Theory and Foundations - 17th International Conference, {IPMU}
2018, C{\'{a}}diz, Spain, June 11-15, 2018, Proceedings, Part {I}},
pages = {86--99},
year = {2018},
crossref = {DBLP:conf/ipmu/2018-1},
url = {https://doi.org/10.1007/978-3-319-91473-2\_8},
doi = {10.1007/978-3-319-91473-2\_8},
timestamp = {Thu, 07 Jan 2021 08:57:40 +0100},
dblp_url = {https://dblp.org/rec/conf/ipmu/ShalaevaAMAB18.bib}
}

G. Balikas, G. Dias, and M. Amini, “Multi-task learning for semantic relations discovery,” in Proceedings of the EKAW 2018 posters and demonstrations session co-located with 21st international conference on knowledge engineering and knowledge management (EKAW 2018), nancy, france, november 12-16, 2018, Nancy, France, 2018, p. 5–8.
[Bibtex]

@inproceedings{DBLP:conf/ekaw/BalikasDA18,
author = {Georgios Balikas and
Ga{\"{e}}l Dias and
Massih-Reza Amini},
title = {Multi-task Learning for Semantic Relations Discovery},
booktitle = {Proceedings of the {EKAW} 2018 Posters and Demonstrations Session
co-located with 21st International Conference on Knowledge Engineering
and Knowledge Management {(EKAW} 2018), Nancy, France, November 12-16,
2018},
pages = {5--8},
year = {2018},
crossref = {DBLP:conf/ekaw/2018pd},
url = {https://ceur-ws.org/Vol-2262/ekaw-poster-03.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
dblp_url = {https://dblp.org/rec/conf/ekaw/BalikasDA18.bib},
hal_url = {https://hal.science/hal-01921715},
address = {Nancy, France},
pdf = {https://hal.science/hal-01921715/file/EKAW_2018___Multi_task_Learning_for_Semantic_Relations_Identification.pdf},
hal_id = {hal-01921715}
}

A. Goyal, E. Morvant, and M. Amini, “Multiview learning of weighted majority vote by bregman divergence minimization,” in Advances in intelligent data analysis XVII – 17th international symposium, IDA 2018, ‘s-hertogenbosch, the netherlands, october 24-26, 2018, proceedings, 2018, p. 124–136.
[Bibtex]

@inproceedings{DBLP:conf/ida/GoyalMA18,
author = {Anil Goyal and
Emilie Morvant and
Massih-Reza Amini},
title = {Multiview Learning of Weighted Majority Vote by Bregman Divergence
Minimization},
booktitle = {Advances in Intelligent Data Analysis {XVII} - 17th International
Symposium, {IDA} 2018, 's-Hertogenbosch, The Netherlands, October
24-26, 2018, Proceedings},
pages = {124--136},
year = {2018},
crossref = {DBLP:conf/ida/2018},
url = {https://doi.org/10.1007/978-3-030-01768-2\_11},
doi = {10.1007/978-3-030-01768-2\_11},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ida/GoyalMA18.bib}
}

A. Goyal, E. Morvant, and M. Amini, “Multiview learning of weighted majority vote by bregman divergence minimization,” Corr, vol. abs/1805.10212, 2018.
[Bibtex]

@article{DBLP:journals/corr/abs-1805-10212,
author = {Anil Goyal and
Emilie Morvant and
Massih-Reza Amini},
title = {Multiview Learning of Weighted Majority Vote by Bregman Divergence
Minimization},
journal = {CoRR},
volume = {abs/1805.10212},
year = {2018},
url = {http://arxiv.org/abs/1805.10212},
eprinttype = {arXiv},
eprint = {1805.10212},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1805-10212.bib}
}

A. Goyal, E. Morvant, and M. Amini, “Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization,” in International Symposium on Intelligent Data Analysis (IDA), â€˜s-Hertogenbosch, Netherlands, 2018.
[Bibtex]

@inproceedings{goyal:hal-01799173,
title = {{Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization}},
author = {Goyal, Anil and Morvant, Emilie and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01799173},
booktitle = {{International Symposium on Intelligent Data Analysis (IDA)}},
address = {â€˜s-Hertogenbosch, Netherlands},
year = {2018},
month = Oct,
keywords = {Multiview Learning ; Bregman Divergence ; Majority Vote},
pdf = {https://hal.science/hal-01799173/file/main_report.pdf},
hal_id = {hal-01799173}
}

É. Gaussier, J. Lelong, V. Reis, and D. Trystram, “Online tuning of easy-backfilling using queue reordering policies,” IEEE trans. parallel distributed syst., vol. 29, iss. 10, p. 2304–2316, 2018.
[Bibtex]

@article{DBLP:journals/tpds/GaussierLRT18,
author = {{\'{E}}ric Gaussier and
J{\'{e}}r{\^{o}}me Lelong and
Valentin Reis and
Denis Trystram},
title = {Online Tuning of EASY-Backfilling using Queue Reordering Policies},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {29},
number = {10},
pages = {2304--2316},
year = {2018},
url = {https://doi.org/10.1109/TPDS.2018.2820699},
doi = {10.1109/TPDS.2018.2820699},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/tpds/GaussierLRT18.bib},
hal_url = {https://hal.science/hal-01963216},
publisher = {{Institute of Electrical and Electronics Engineers}},
month = Oct,
hal_id = {hal-01963216}
}

Y. G. Cinar, H. Mirisaee, P. Goswami, É. Gaussier, and A. Aït-Bachir, “Period-aware content attention rnns for time series forecasting with missing values,” Neurocomputing, vol. 312, p. 177–186, 2018.
[Bibtex]

@article{DBLP:journals/ijon/CinarMGGA18,
author = {Yagmur Gizem Cinar and
Hamid Mirisaee and
Parantapa Goswami and
{\'{E}}ric Gaussier and
Ali A{\"{\i}}t-Bachir},
title = {Period-aware content attention RNNs for time series forecasting with
missing values},
journal = {Neurocomputing},
volume = {312},
pages = {177--186},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.05.090},
doi = {10.1016/J.NEUCOM.2018.05.090},
timestamp = {Sat, 11 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/ijon/CinarMGGA18.bib}
}

M. Alsayasneh, S. Amer-Yahia, É. Gaussier, V. Leroy, J. Pilourdault, R. M. Borromeo, M. Toyama, and J. -, “Personalized and diverse task composition in crowdsourcing,” IEEE trans. knowl. data eng., vol. 30, iss. 1, p. 128–141, 2018.
[Bibtex]

@article{DBLP:journals/tkde/AlsayasnehAGLPB18,
author = {Maha Alsayasneh and
Sihem Amer-Yahia and
{\'{E}}ric Gaussier and
Vincent Leroy and
Julien Pilourdault and
Ria Mae Borromeo and
Motomichi Toyama and
Jean{-}Michel Renders},
title = {Personalized and Diverse Task Composition in Crowdsourcing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {1},
pages = {128--141},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2755660},
doi = {10.1109/TKDE.2017.2755660},
timestamp = {Tue, 16 Jan 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/tkde/AlsayasnehAGLPB18.bib},
hal_url = {https://hal.science/hal-02000487},
publisher = {{Institute of Electrical and Electronics Engineers}},
month = Jan,
hal_id = {hal-02000487}
}

Y. Maximov, M. Amini, and Z. Harchaoui, “Rademacher complexity bounds for a penalized multi-class semi-supervised algorithm,” J. artif. intell. res., vol. 61, p. 761–786, 2018.
[Bibtex]

@article{DBLP:journals/jair/MaximovAH18,
author = {Yury Maximov and
Massih-Reza Amini and
Za{\"{\i}}d Harchaoui},
title = {Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised
Algorithm},
journal = {J. Artif. Intell. Res.},
volume = {61},
pages = {761--786},
year = {2018},
url = {https://doi.org/10.1613/jair.5638},
doi = {10.1613/JAIR.5638},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/jair/MaximovAH18.bib}
}

Y. Maximov, M. Amini, and Z. Harchaoui, “Rademacher complexity bounds for a penalized multi-class semi-supervised algorithm (extended abstract),” in Proceedings of the twenty-seventh international joint conference on artificial intelligence, IJCAI 2018, july 13-19, 2018, stockholm, sweden, 2018, p. 5637–5641.
[Bibtex]

@inproceedings{DBLP:conf/ijcai/MaximovAH18,
author = {Yury Maximov and
Massih-Reza Amini and
Za{\"{\i}}d Harchaoui},
title = {Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised
Algorithm (Extended Abstract)},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5637--5641},
year = {2018},
crossref = {DBLP:conf/ijcai/2018},
url = {https://doi.org/10.24963/ijcai.2018/800},
doi = {10.24963/IJCAI.2018/800},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
dblp_url = {https://dblp.org/rec/conf/ijcai/MaximovAH18.bib}
}

S. Moura, M. Amini, S. Louhichi, and M. Clausel, “Rademacher generalization bounds for classifier chains,” Corr, vol. abs/1807.10166, 2018.
[Bibtex]

@article{DBLP:journals/corr/abs-1807-10166,
author = {Simon Moura and
Massih-Reza Amini and
Sana Louhichi and
Marianne Clausel},
title = {Rademacher Generalization Bounds for Classifier Chains},
journal = {CoRR},
volume = {abs/1807.10166},
year = {2018},
url = {http://arxiv.org/abs/1807.10166},
eprinttype = {arXiv},
eprint = {1807.10166},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1807-10166.bib}
}

S. T. Mai, S. Amer-Yahia, A. Douzal-Chouakria, K. T. Nguyen, and A. -, “Scalable active constrained clustering for temporal data,” in Database systems for advanced applications – 23rd international conference, DASFAA 2018, gold coast, qld, australia, may 21-24, 2018, proceedings, part I, australie, Australia, 2018, p. 566–582.
[Bibtex]

@inproceedings{DBLP:conf/dasfaa/MaiACNN18,
author = {Son T. Mai and
Sihem Amer-Yahia and
Ahlame Douzal-Chouakria and
Ky T. Nguyen and
Anh{-}Duong Nguyen},
title = {Scalable Active Constrained Clustering for Temporal Data},
booktitle = {Database Systems for Advanced Applications - 23rd International Conference,
{DASFAA} 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings,
Part {I}},
pages = {566--582},
year = {2018},
crossref = {DBLP:conf/dasfaa/2018-1},
url = {https://doi.org/10.1007/978-3-319-91452-7\_37},
doi = {10.1007/978-3-319-91452-7\_37},
timestamp = {Fri, 03 Apr 2020 17:07:24 +0200},
dblp_url = {https://dblp.org/rec/conf/dasfaa/MaiACNN18.bib},
hal_url = {https://hal.science/hal-01778896},
address = {australie, Australia},
month = May,
hal_id = {hal-01778896}
}

S. T. Mai, S. Amer-Yahia, and A. Douzal-Chouakria, “Scalable active temporal constrained clustering,” in Proceedings of the 21st international conference on extending database technology, EDBT 2018, vienna, austria, march 26-29, 2018, Vienna, Austria, 2018, p. 449–452.
[Bibtex]

@inproceedings{DBLP:conf/edbt/MaiAC18,
author = {Son T. Mai and
Sihem Amer-Yahia and
Ahlame Douzal-Chouakria},
title = {Scalable Active Temporal Constrained Clustering},
booktitle = {Proceedings of the 21st International Conference on Extending Database
Technology, {EDBT} 2018, Vienna, Austria, March 26-29, 2018},
pages = {449--452},
year = {2018},
crossref = {DBLP:conf/edbt/2018},
url = {https://doi.org/10.5441/002/edbt.2018.44},
doi = {10.5441/002/EDBT.2018.44},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/edbt/MaiAC18.bib},
hal_url = {https://hal.science/hal-01778891},
address = {Vienna, Austria},
month = Mar,
hal_id = {hal-01778891}
}

É. Gaussier, “Semantic annotation in the biomedical domain: large-scale classification and bioasq,” in Companion of the the web conference 2018 on the web conference 2018, WWW 2018, lyon , france, april 23-27, 2018, 2018, p. 1045.
[Bibtex]

@inproceedings{DBLP:conf/www/Gaussier18,
author = {{\'{E}}ric Gaussier},
title = {Semantic Annotation in the Biomedical Domain: Large-scale Classification
and BioASQ},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
pages = {1045},
year = {2018},
crossref = {DBLP:conf/www/2018c},
url = {https://doi.org/10.1145/3184558.3193131},
doi = {10.1145/3184558.3193131},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
dblp_url = {https://dblp.org/rec/conf/www/Gaussier18.bib}
}

S. Amer-Yahia, T. Palpanas, M. Tsytsarau, S. Kleisarchaki, A. Douzal-Chouakria, and V. Christophides, “Temporal analytics in social media,” in Encyclopedia of database systems, second edition, , 2018.
[Bibtex]

@incollection{DBLP:reference/db/Amer-YahiaPTKDC18,
author = {Sihem Amer-Yahia and
Themis Palpanas and
Mikalai Tsytsarau and
Sofia Kleisarchaki and
Ahlame Douzal-Chouakria and
Vassilis Christophides},
title = {Temporal Analytics in Social Media},
booktitle = {Encyclopedia of Database Systems, Second Edition},
year = {2018},
crossref = {DBLP:reference/db/2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_80708},
doi = {10.1007/978-1-4614-8265-9\_80708},
timestamp = {Thu, 14 Feb 2019 09:43:36 +0100},
dblp_url = {https://dblp.org/rec/reference/db/Amer-YahiaPTKDC18.bib}
}

B. Li, É. Gaussier, and D. Yang, “The dilution/concentration conditions for cross-language information retrieval models,” Inf. process. manag., vol. 54, iss. 2, p. 291–302, 2018.
[Bibtex]

@article{DBLP:journals/ipm/LiGY18,
author = {Bo Li and
{\'{E}}ric Gaussier and
Dan Yang},
title = {The Dilution/Concentration conditions for cross-language information
retrieval models},
journal = {Inf. Process. Manag.},
volume = {54},
number = {2},
pages = {291--302},
year = {2018},
url = {https://doi.org/10.1016/j.ipm.2017.11.008},
doi = {10.1016/J.IPM.2017.11.008},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/ipm/LiGY18.bib}
}

S. V. Yazdi, A. Douzal-Chouakria, P. Gallinari, and M. Moussallam, “Time warp invariant dictionary learning for time series clustering: application to music data stream analysis,” in Machine learning and knowledge discovery in databases – european conference, ECML PKDD 2018, dublin, ireland, september 10-14, 2018, proceedings, part I, Dublin, Ireland, 2018, p. 356–372.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/YazdiCGM18,
author = {Saeed Varasteh Yazdi and
Ahlame Douzal-Chouakria and
Patrick Gallinari and
Manuel Moussallam},
title = {Time Warp Invariant Dictionary Learning for Time Series Clustering:
Application to Music Data Stream Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
pages = {356--372},
year = {2018},
crossref = {DBLP:conf/pkdd/2018-1},
url = {https://doi.org/10.1007/978-3-030-10925-7\_22},
doi = {10.1007/978-3-030-10925-7\_22},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
dblp_url = {https://dblp.org/rec/conf/pkdd/YazdiCGM18.bib},
hal_url = {https://hal.science/hal-01898905},
address = {Dublin, Ireland},
month = Sep,
keywords = {Time series clustering ; dictionary learning ; sparse coding},
pdf = {https://hal.science/hal-01898905/file/44.pdf},
hal_id = {hal-01898905}
}

S. V. Yazdi and A. Douzal-Chouakria, “Time warp invariant \emphksvd: sparse coding and dictionary learning for time series under time warp,” Pattern recognit. lett., vol. 112, p. 1–8, 2018.
[Bibtex]

@article{DBLP:journals/prl/YazdiC18,
author = {Saeed Varasteh Yazdi and
Ahlame Douzal-Chouakria},
title = {Time warp invariant \emph{k}SVD: Sparse coding and dictionary learning
for time series under time warp},
journal = {Pattern Recognit. Lett.},
volume = {112},
pages = {1--8},
year = {2018},
url = {https://doi.org/10.1016/j.patrec.2018.05.017},
doi = {10.1016/J.PATREC.2018.05.017},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/prl/YazdiC18.bib},
hal_url = {https://hal.science/hal-01811938},
publisher = {{Elsevier}},
month = Sep,
hal_id = {hal-01811938}
}

M. Amini, \unicode26426\unicode22120\unicode23398\unicode20064\,:\,\unicode29702\unicode35770\unicode12289\unicode23454\unicode36341\unicode19982\unicode25552\unicode39640, Ituring, 2018.
[Bibtex]

@book{DBLP:books/ituring/Amini18,
author = {Massih-Reza Amini},
title = {{\u{nicode{26426}}}{\u{nicode{22120}}}{\u{nicode{23398}}}{\u{nicode{20064}}}{\,:\,}{\u{nicode{29702}}}{\u{nicode{35770}}}{\u{nicode{12289}}}{\u{nicode{23454}}}{\u{nicode{36341}}}{\u{nicode{19982}}}{\u{nicode{25552}}}{\u{nicode{39640}}}},
publisher = {iTuring},
year = {2018},
url = {http://www.ituring.com.cn/book/2021},
isbn = {978-7-115-47965-5},
timestamp = {Tue, 12 Jun 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/books/ituring/Amini18.bib}
}

Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “Un réseau bayésien pour le diagnostic des compétences non-techniques en situation critique,” in Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, Toulouse, France, 2018.
[Bibtex]

@inproceedings{bourrier:hal-01857604,
title = {{Un r{\'{e}}seau bay{\'{e}}sien pour le diagnostic des comp{\'{e}}tences non-techniques en situation critique}},
author = {Bourrier, Yannick and Jambon, Francis and Garbay, Catherine and Luengo, Vanda},
hal_url = {https://hal.science/hal-01857604},
booktitle = {{Journ{\'{e}}es Francophones sur les R{\'{e}}seaux Bay{\'{e}}siens et les Mod{\`{e}}les Graphiques Probabilistes}},
address = {Toulouse, France},
year = {2018},
month = May,
hal_id = {hal-01857604}
}

A. Betlei, E. Diemert, and M. Amini, “Uplift prediction with dependent feature representation in imbalanced treatment and control conditions,” in Neural information processing – 25th international conference, ICONIP 2018, siem reap, cambodia, december 13-16, 2018, proceedings, part V, 2018, p. 47–57.
[Bibtex]

@inproceedings{DBLP:conf/iconip/BetleiDA18,
author = {Artem Betlei and
Eustache Diemert and
Massih-Reza Amini},
title = {Uplift Prediction with Dependent Feature Representation in Imbalanced
Treatment and Control Conditions},
booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
{V}},
pages = {47--57},
year = {2018},
crossref = {DBLP:conf/iconip/2018-5},
url = {https://doi.org/10.1007/978-3-030-04221-9\_5},
doi = {10.1007/978-3-030-04221-9\_5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/iconip/BetleiDA18.bib}
}

C. Lagnier, É. Gaussier, and F. Kawala, “User-centered probabilistic models for content diffusion in the blogosphere,” Online soc. networks media, vol. 5, p. 61–75, 2018.
[Bibtex]

@article{DBLP:journals/osnm/LagnierGK18,
author = {C{\'{e}}dric Lagnier and
{\'{E}}ric Gaussier and
Fran{\c{c}}ois Kawala},
title = {User-centered probabilistic models for content diffusion in the blogosphere},
journal = {Online Soc. Networks Media},
volume = {5},
pages = {61--75},
year = {2018},
url = {https://doi.org/10.1016/j.osnem.2018.01.001},
doi = {10.1016/J.OSNEM.2018.01.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/osnm/LagnierGK18.bib}
}

2017

B. Joshi, M. Amini, I. Partalas, F. Iutzeler, and Y. Maximov, “Aggressive sampling for multi-class to binary reduction with applications to text classification,” in Advances in neural information processing systems 30: annual conference on neural information processing systems 2017, december 4-9, 2017, long beach, ca, USA, 2017, p. 4159–4168.
[Bibtex]

@inproceedings{DBLP:conf/nips/JoshiAPIM17,
author = {Bikash Joshi and
Massih-Reza Amini and
Ioannis Partalas and
Franck Iutzeler and
Yury Maximov},
title = {Aggressive Sampling for Multi-class to Binary Reduction with Applications
to Text Classification},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4159--4168},
year = {2017},
crossref = {DBLP:conf/nips/2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/14ea0d5b0cf49525d1866cb1e95ada5d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
dblp_url = {https://dblp.org/rec/conf/nips/JoshiAPIM17.bib}
}

B. Joshi, M. Amini, I. Partalas, F. Iutzeler, and Y. Maximov, “Aggressive sampling for multi-class to binary reduction with applications to text classification,” Corr, vol. abs/1701.06511, 2017.
[Bibtex]

@article{DBLP:journals/corr/JoshiAPIM17,
author = {Bikash Joshi and
Massih-Reza Amini and
Ioannis Partalas and
Franck Iutzeler and
Yury Maximov},
title = {Aggressive Sampling for Multi-class to Binary Reduction with Applications
to Text Classification},
journal = {CoRR},
volume = {abs/1701.06511},
year = {2017},
url = {http://arxiv.org/abs/1701.06511},
eprinttype = {arXiv},
eprint = {1701.06511},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/JoshiAPIM17.bib}
}

B. Joshi, M. Amini, I. Partalas, F. Iutzeler, and Y. Maximov, “Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification,” in 2017 Conference on Neural Information Processing Systems, Long Beach, United States, 2017, pp. 4162-4171.
[Bibtex]

@inproceedings{joshi:hal-01769780,
title = {{Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification}},
author = {Joshi, Bikash and Amini, Massih-Reza and Partalas, Ioannis and Iutzeler, Franck and Maximov, Yury},
hal_url = {https://hal.science/hal-01769780},
booktitle = {{2017 Conference on Neural Information Processing Systems}},
address = {Long Beach, United States},
series = {Advances in Neural Information Processing Systems},
volume = {30},
pages = {4162-4171},
year = {2017},
month = Dec,
hal_id = {hal-01769780}
}

Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “A multi-layered architecture for analysis of non-technical-skills in critical situations,” in Artificial intelligence in education – 18th international conference, AIED 2017, wuhan, china, june 28 – july 1, 2017, proceedings, Wuhan, China, 2017, p. 463–466.
[Bibtex]

@inproceedings{DBLP:conf/aied/BourrierJGL17,
author = {Yannick Bourrier and
Francis Jambon and
Catherine Garbay and
Vanda Luengo},
title = {A Multi-layered Architecture for Analysis of Non-technical-Skills
in Critical Situations},
booktitle = {Artificial Intelligence in Education - 18th International Conference,
{AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings},
pages = {463--466},
year = {2017},
crossref = {DBLP:conf/aied/2017},
url = {https://doi.org/10.1007/978-3-319-61425-0\_41},
doi = {10.1007/978-3-319-61425-0\_41},
timestamp = {Sat, 30 Sep 2023 09:33:58 +0200},
dblp_url = {https://dblp.org/rec/conf/aied/BourrierJGL17.bib},
hal_url = {https://hal.science/hal-01517152},
address = {Wuhan, China},
series = {AIED 2017},
month = Jun,
keywords = {: ill-defined domains ; non-technical skills ; critical situations ; neural networks},
hal_id = {hal-01517152}
}

Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “An approach for the analysis of perceptual and gestural performance during critical situations,” in Data driven approaches in digital education – 12th european conference on technology enhanced learning, EC-TEL 2017, tallinn, estonia, september 12-15, 2017, proceedings, Tallinn, Estonia, 2017, p. 373–378.
[Bibtex]

@inproceedings{DBLP:conf/ectel/BourrierJGL17,
author = {Yannick Bourrier and
Francis Jambon and
Catherine Garbay and
Vanda Luengo},
title = {An Approach for the Analysis of Perceptual and Gestural Performance
During Critical Situations},
booktitle = {Data Driven Approaches in Digital Education - 12th European Conference
on Technology Enhanced Learning, {EC-TEL} 2017, Tallinn, Estonia,
September 12-15, 2017, Proceedings},
pages = {373--378},
year = {2017},
crossref = {DBLP:conf/ectel/2017},
url = {https://doi.org/10.1007/978-3-319-66610-5\_29},
doi = {10.1007/978-3-319-66610-5\_29},
timestamp = {Mon, 28 Aug 2023 21:17:28 +0200},
dblp_url = {https://dblp.org/rec/conf/ectel/BourrierJGL17.bib},
hal_url = {https://hal.science/hal-01578390},
address = {Tallinn, Estonia},
publisher = {{Springer International Publishing}},
month = Sep,
keywords = {Ill-defined domains ; Non-technical skills ; Critical situations ; Neural networks},
hal_id = {hal-01578390}
}

A. Dulac, É. Gaussier, and C. Largeron, “A study of stochastic mixed membership models for link prediction in social networks,” in 2017 IEEE international conference on data science and advanced analytics, DSAA 2017, tokyo, japan, october 19-21, 2017, Tokyo, Japan, 2017, p. 706–715.
[Bibtex]

@inproceedings{DBLP:conf/dsaa/DulacGL17,
author = {Adrien Dulac and
{\'{E}}ric Gaussier and
Christine Largeron},
title = {A Study of Stochastic Mixed Membership Models for Link Prediction
in Social Networks},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {706--715},
year = {2017},
crossref = {DBLP:conf/dsaa/2017},
url = {https://doi.org/10.1109/DSAA.2017.58},
doi = {10.1109/DSAA.2017.58},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
dblp_url = {https://dblp.org/rec/conf/dsaa/DulacGL17.bib},
hal_url = {https://hal.science/hal-01613762},
address = {Tokyo, Japan},
month = Oct,
hal_id = {hal-01613762}
}

M. Chebel, C. Latiri, and É. Gaussier, “Bilingual lexicon extraction from comparable corpora based on closed concepts mining,” in Advances in knowledge discovery and data mining – 21st pacific-asia conference, PAKDD 2017, jeju, south korea, may 23-26, 2017, proceedings, part I, 2017, p. 586–598.
[Bibtex]

@inproceedings{DBLP:conf/pakdd/ChebelLG17,
author = {Mohamed Chebel and
Chiraz Latiri and
{\'{E}}ric Gaussier},
title = {Bilingual Lexicon Extraction from Comparable Corpora Based on Closed
Concepts Mining},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {I}},
pages = {586--598},
year = {2017},
crossref = {DBLP:conf/pakdd/2017-1},
url = {https://doi.org/10.1007/978-3-319-57454-7\_46},
doi = {10.1007/978-3-319-57454-7\_46},
timestamp = {Mon, 16 Mar 2020 17:44:09 +0100},
dblp_url = {https://dblp.org/rec/conf/pakdd/ChebelLG17.bib}
}

C. Lopez, I. Partalas, G. Balikas, N. Derbas, A. Martin, C. Reutenauer, F. Segond, and M. Amini, “Cap 2017 challenge: twitter named entity recognition,” Corr, vol. abs/1707.07568, 2017.
[Bibtex]

@article{DBLP:journals/corr/LopezPBDMRSA17,
author = {C{\'{e}}dric Lopez and
Ioannis Partalas and
Georgios Balikas and
Nadia Derbas and
Am{\'{e}}lie Martin and
Coralie Reutenauer and
Fr{\'{e}}d{\'{e}}rique Segond and
Massih-Reza Amini},
title = {CAp 2017 challenge: Twitter Named Entity Recognition},
journal = {CoRR},
volume = {abs/1707.07568},
year = {2017},
url = {http://arxiv.org/abs/1707.07568},
eprinttype = {arXiv},
eprint = {1707.07568},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/LopezPBDMRSA17.bib}
}

A. Bouziri, C. Latiri, and É. Gaussier, “Efficient association rules selecting for automatic query expansion,” in Computational linguistics and intelligent text processing – 18th international conference, cicling 2017, budapest, hungary, april 17-23, 2017, revised selected papers, part II, 2017, p. 563–574.
[Bibtex]

@inproceedings{DBLP:conf/cicling/BouziriLG17,
author = {Ahlem Bouziri and
Chiraz Latiri and
{\'{E}}ric Gaussier},
title = {Efficient Association Rules Selecting for Automatic Query Expansion},
booktitle = {Computational Linguistics and Intelligent Text Processing - 18th International
Conference, CICLing 2017, Budapest, Hungary, April 17-23, 2017, Revised
Selected Papers, Part {II}},
pages = {563--574},
year = {2017},
crossref = {DBLP:conf/cicling/2017-2},
url = {https://doi.org/10.1007/978-3-319-77116-8\_42},
doi = {10.1007/978-3-319-77116-8\_42},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
dblp_url = {https://dblp.org/rec/conf/cicling/BouziriLG17.bib}
}

L. Bonnasse-Gahot, H. Berestycki, M. -, M. B. Gordon, S. Roché, N. Rodríguez, and J. -, “Epidemiological modeling of the 2005 french riots: a spreading wave and the role of contagion,” Corr, vol. abs/1701.07479, 2017.
[Bibtex]

@article{DBLP:journals/corr/Bonnasse-GahotB17,
author = {Laurent Bonnasse-Gahot and
Henri Berestycki and
Marie{-}Aude Depuiset and
Mirta B. Gordon and
Sebastian Roch{\'{e}} and
Nancy Rodr{\'{\i}}guez and
Jean{-}Pierre Nadal},
title = {Epidemiological modeling of the 2005 French riots: a spreading wave
and the role of contagion},
journal = {CoRR},
volume = {abs/1701.07479},
year = {2017},
url = {http://arxiv.org/abs/1701.07479},
eprinttype = {arXiv},
eprint = {1701.07479},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/Bonnasse-GahotB17.bib}
}

P. Goswami, É. Gaussier, and M. Amini, “Exploring the space of information retrieval term scoring functions,” Inf. process. manag., vol. 53, iss. 2, p. 454–472, 2017.
[Bibtex]

@article{DBLP:journals/ipm/GoswamiGA17,
author = {Parantapa Goswami and
{\'{E}}ric Gaussier and
Massih-Reza Amini},
title = {Exploring the space of information retrieval term scoring functions},
journal = {Inf. Process. Manag.},
volume = {53},
number = {2},
pages = {454--472},
year = {2017},
url = {https://doi.org/10.1016/j.ipm.2016.11.003},
doi = {10.1016/J.IPM.2016.11.003},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/ipm/GoswamiGA17.bib},
hal_url = {https://hal.science/hal-01769766},
publisher = {{Elsevier}},
month = Jan,
hal_id = {hal-01769766}
}

J. Quinton, E. Devijver, A. Samson, and A. Smeding, “Functional mixed effect models for mouse-tracking data in social cognition,” in ESCON Transfer of Knowledge Conference, Gdansk, Poland, 2017.
[Bibtex]

@inproceedings{quinton:hal-01966806,
title = {{Functional mixed effect models for mouse-tracking data in social cognition}},
author = {Quinton, Jean-Charles and Devijver, Emilie and Samson, Adeline and Smeding, Annique},
hal_url = {https://hal.science/hal-01966806},
booktitle = {{ESCON Transfer of Knowledge Conference}},
address = {Gdansk, Poland},
year = {2017},
month = Aug,
hal_id = {hal-01966806}
}

E. Devijver, “Joint rank and variable selection for parsimonious estimation in a high-dimensional finite mixture regression model,” J. multivar. anal., vol. 157, p. 1–13, 2017.
[Bibtex]

@article{DBLP:journals/ma/Devijver17,
author = {Emilie Devijver},
title = {Joint rank and variable selection for parsimonious estimation in a
high-dimensional finite mixture regression model},
journal = {J. Multivar. Anal.},
volume = {157},
pages = {1--13},
year = {2017},
url = {https://doi.org/10.1016/j.jmva.2017.02.006},
doi = {10.1016/J.JMVA.2017.02.006},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/ma/Devijver17.bib}
}

S. Sidana, C. Laclau, M. Amini, G. Vandelle, and A. B. -, “KASANDR: A large-scale dataset with implicit feedback for recommendation,” in Proceedings of the 40th international ACM SIGIR conference on research and development in information retrieval, shinjuku, tokyo, japan, august 7-11, 2017, Tokyo, Japan, 2017, p. 1245–1248.
[Bibtex]

@inproceedings{DBLP:conf/sigir/SidanaLAVB17,
author = {Sumit Sidana and
Charlotte Laclau and
Massih-Reza Amini and
Gilles Vandelle and
Andr{\'{e}} Bois{-}Crettez},
title = {{KASANDR:} {A} Large-Scale Dataset with Implicit Feedback for Recommendation},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {1245--1248},
year = {2017},
crossref = {DBLP:conf/sigir/2017},
url = {https://doi.org/10.1145/3077136.3080713},
doi = {10.1145/3077136.3080713},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/sigir/SidanaLAVB17.bib},
hal_url = {https://hal.science/hal-01769768},
address = {Tokyo, Japan},
month = Jun,
hal_id = {hal-01769768}
}

T. Trouillon, C. R. Dance, É. Gaussier, J. Welbl, S. Riedel, and G. Bouchard, “Knowledge graph completion via complex tensor factorization,” J. mach. learn. res., vol. 18, p. 130:1–130:38, 2017.
[Bibtex]

@article{DBLP:journals/jmlr/TrouillonDGWRB17,
author = {Th{\'{e}}o Trouillon and
Christopher R. Dance and
{\'{E}}ric Gaussier and
Johannes Welbl and
Sebastian Riedel and
Guillaume Bouchard},
title = {Knowledge Graph Completion via Complex Tensor Factorization},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {130:1--130:38},
year = {2017},
url = {http://jmlr.org/papers/v18/16-563.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/jmlr/TrouillonDGWRB17.bib},
eprinttype = {arXiv},
eprint = {1702.06879}
}

F. Thibault and C. Garbay, “La recherche sur l’éducation, éléments pour une stratégie globale,” {Alliance Athéna}, Research Report , 2017.
[Bibtex]

@techreport{thibault:hal-03600638,
title = {{La recherche sur l'{\'{e}}ducation, {\'{e}}l{\'{e}}ments pour une strat{\'{e}}gie globale}},
author = {Thibault, Fran{\c{c}}oise and Garbay, Catherine},
hal_url = {https://hal.science/hal-03600638},
type = {Research Report},
institution = {{Alliance Ath{\'{e}}na}},
year = {2017},
keywords = {Enseignement sup{\'{e}}rieur et la recherche ; formation ; politique de recherche ; epist{\'{e}}mologie ; recherche sur l'{\'{e}}ducation},
pdf = {https://hal.science/hal-03600638/file/20170317_athena_rapport_education_t1.pdf},
hal_id = {hal-03600638}
}

E. Devijver, “Model-based regression clustering for high-dimensional data: application to functional data,” Adv. data anal. classif., vol. 11, iss. 2, p. 243–279, 2017.
[Bibtex]

@article{DBLP:journals/adac/Devijver17,
author = {Emilie Devijver},
title = {Model-based regression clustering for high-dimensional data: application
to functional data},
journal = {Adv. Data Anal. Classif.},
volume = {11},
number = {2},
pages = {243--279},
year = {2017},
url = {https://doi.org/10.1007/s11634-016-0242-1},
doi = {10.1007/S11634-016-0242-1},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/adac/Devijver17.bib}
}

Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “Modèles de raisonnement pour le diagnostic et le feedback dans l’apprentissage de la gestion des compétences non techniques en situation critique,” in Réalités mixtes, virtuelles et augmentées pour l’apprentissage : perspectives et challenges pour la conception, l’évaluation et le suivi (Atelier des ORPHEE-RDV 2017), Font-Romeu, France, 2017.
[Bibtex]

@inproceedings{bourrier:hal-02053483,
title = {{Mod{\`{e}}les de raisonnement pour le diagnostic et le feedback dans l'apprentissage de la gestion des comp{\'{e}}tences non techniques en situation critique}},
author = {Bourrier, Yannick and Jambon, Francis and Garbay, Catherine and Luengo, Vanda},
hal_url = {https://hal.univ-grenoble-alpes.fr/hal-02053483},
booktitle = {{R{\'{e}}alit{\'{e}}s mixtes, virtuelles et augment{\'{e}}es pour l'apprentissage : perspectives et challenges pour la conception, l'{\'{e}}valuation et le suivi (Atelier des ORPHEE-RDV 2017)}},
address = {Font-Romeu, France},
year = {2017},
month = Jan,
hal_id = {hal-02053483}
}

C. Adam, J. Dugdale, and C. Garbay, “Modélisation multi-agent de la cohésion sociale en situation de crise,” {Laboratoire d’informatique de Grenoble}, Research Report RR-LIG-53, 2017.
[Bibtex]

@techreport{adam:halshs-01525173,
title = {{Mod{\'{e}}lisation multi-agent de la coh{\'{e}}sion sociale en situation de crise}},
author = {Adam, Carole and Dugdale, Julie and Garbay, Catherine},
hal_url = {https://shs.hal.science/halshs-01525173},
note = {Les rapports de recherche du LIG - ISSN : 2105-0422RR-LIG-53},
type = {Research Report},
number = {RR-LIG-53},
institution = {{Laboratoire d'informatique de Grenoble}},
year = {2017},
month = May,
keywords = {Social cohesion ; mutual knowledge ; norms ; agent-based simulation ; crisis situation ; Coh{\'{e}}sion sociale ; {\'{e}}motions ; connaissance mutuelle ; normes ; simulation multi-agent ; situation de crise},
pdf = {https://shs.hal.science/halshs-01525173/file/Adam-Dugdale-Garbay-cohesion-rrlig.pdf},
hal_id = {halshs-01525173}
}

C. Do, A. Douzal-Chouakria, S. Marié, M. Rombaut, and S. Varasteh, “Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classification,” Inf. sci., vol. 418, p. 272–285, 2017.
[Bibtex]

@article{DBLP:journals/isci/DoCMRV17,
author = {Cao-Tri Do and
Ahlame Douzal-Chouakria and
Sylvain Mari{\'{e}} and
Mich{\`{e}}le Rombaut and
Saeed Varasteh},
title = {Multi-modal and multi-scale temporal metric learning for a robust
time series nearest neighbors classification},
journal = {Inf. Sci.},
volume = {418},
pages = {272--285},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.08.020},
doi = {10.1016/J.INS.2017.08.020},
timestamp = {Mon, 06 Nov 2017 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/isci/DoCMRV17.bib},
hal_url = {https://hal.science/hal-01579028},
publisher = {{Elsevier}},
keywords = {Classification ; k NN ; Dissimilarity space ; Multi-modal metric ; Multi-scale metric ; Svm ; Time series ; Metric learning},
hal_id = {hal-01579028}
}

G. Balikas, S. Moura, and M. Amini, “Multitask learning for fine-grained twitter sentiment analysis,” in Proceedings of the 40th international ACM SIGIR conference on research and development in information retrieval, shinjuku, tokyo, japan, august 7-11, 2017, 2017, p. 1005–1008.
[Bibtex]

@inproceedings{DBLP:conf/sigir/BalikasMA17,
author = {Georgios Balikas and
Simon Moura and
Massih-Reza Amini},
title = {Multitask Learning for Fine-Grained Twitter Sentiment Analysis},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {1005--1008},
year = {2017},
crossref = {DBLP:conf/sigir/2017},
url = {https://doi.org/10.1145/3077136.3080702},
doi = {10.1145/3077136.3080702},
timestamp = {Tue, 06 Nov 2018 11:07:22 +0100},
dblp_url = {https://dblp.org/rec/conf/sigir/BalikasMA17.bib}
}

G. Balikas, S. Moura, and M. Amini, “Multitask learning for fine-grained twitter sentiment analysis,” Corr, vol. abs/1707.03569, 2017.
[Bibtex]

@article{DBLP:journals/corr/BalikasMA17,
author = {Georgios Balikas and
Simon Moura and
Massih-Reza Amini},
title = {Multitask Learning for Fine-Grained Twitter Sentiment Analysis},
journal = {CoRR},
volume = {abs/1707.03569},
year = {2017},
url = {http://arxiv.org/abs/1707.03569},
eprinttype = {arXiv},
eprint = {1707.03569},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/BalikasMA17.bib}
}

G. Balikas, S. Moura, and M. Amini, “On a Topic Model for Sentences ,” in 40th International ACM SIGIR conference on Research and Development in Informa- tion Retrieval, Tokyo, Japan, 2017.
[Bibtex]

@inproceedings{balikas:hal-01769770,
title = {{On a Topic Model for Sentences }},
author = {Balikas, Georgios and Moura, Simon and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01769770},
booktitle = {{40th International ACM SIGIR conference on Research and Development in Informa- tion Retrieval}},
address = {Tokyo, Japan},
year = {2017},
month = Jun,
hal_id = {hal-01769770},
keywords = {LDA ; Latent Topic detection}
}

T. Trouillon, É. Gaussier, C. R. Dance, and G. Bouchard, “On inductive abilities of latent factor models for relational learning,” Corr, vol. abs/1709.05666, 2017.
[Bibtex]

@article{DBLP:journals/corr/abs-1709-05666,
author = {Th{\'{e}}o Trouillon and
{\'{E}}ric Gaussier and
Christopher R. Dance and
Guillaume Bouchard},
title = {On Inductive Abilities of Latent Factor Models for Relational Learning},
journal = {CoRR},
volume = {abs/1709.05666},
year = {2017},
url = {http://arxiv.org/abs/1709.05666},
eprinttype = {arXiv},
eprint = {1709.05666},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1709-05666.bib}
}

G. Balikas, I. Partalas, and M. Amini, “On the effectiveness of feature set augmentation using clusters of word embeddings,” Corr, vol. abs/1705.01265, 2017.
[Bibtex]

@article{DBLP:journals/corr/BalikasPA17,
author = {Georgios Balikas and
Ioannis Partalas and
Massih-Reza Amini},
title = {On the effectiveness of feature set augmentation using clusters of
word embeddings},
journal = {CoRR},
volume = {abs/1705.01265},
year = {2017},
url = {http://arxiv.org/abs/1705.01265},
eprinttype = {arXiv},
eprint = {1705.01265},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/BalikasPA17.bib}
}

A. Goyal, E. Morvant, P. Germain, and M. Amini, “Pac-bayesian analysis for a two-step hierarchical multiview learning approach,” in Machine learning and knowledge discovery in databases – european conference, ECML PKDD 2017, skopje, macedonia, september 18-22, 2017, proceedings, part II, Skopje, Macedonia, 2017, p. 205–221.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/GoyalMGA17,
author = {Anil Goyal and
Emilie Morvant and
Pascal Germain and
Massih-Reza Amini},
title = {PAC-Bayesian Analysis for a Two-Step Hierarchical Multiview Learning
Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
pages = {205--221},
year = {2017},
crossref = {DBLP:conf/pkdd/2017-2},
url = {https://doi.org/10.1007/978-3-319-71246-8\_13},
doi = {10.1007/978-3-319-71246-8\_13},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/pkdd/GoyalMGA17.bib},
hal_url = {https://hal.science/hal-01546109},
note = {Long version : https://arxiv.org/abs/1606.07240},
address = {Skopje, Macedonia},
month = Sep,
keywords = {Multiview Learning ; PAC-Bayesian Theory},
pdf = {https://hal.science/hal-01546109/file/mvpb_ecml.pdf},
hal_id = {hal-01546109}
}

Y. G. Cinar, H. Mirisaee, P. Goswami, É. Gaussier, A. Aït-Bachir, and V. V. Strijov, “Position-based content attention for time series forecasting with sequence-to-sequence rnns,” in Neural information processing – 24th international conference, ICONIP 2017, guangzhou, china, november 14-18, 2017, proceedings, part V, 2017, p. 533–544.
[Bibtex]

@inproceedings{DBLP:conf/iconip/CinarMGGAS17,
author = {Yagmur Gizem Cinar and
Hamid Mirisaee and
Parantapa Goswami and
{\'{E}}ric Gaussier and
Ali A{\"{\i}}t-Bachir and
Vadim V. Strijov},
title = {Position-Based Content Attention for Time Series Forecasting with
Sequence-to-Sequence RNNs},
booktitle = {Neural Information Processing - 24th International Conference, {ICONIP}
2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {V}},
pages = {533--544},
year = {2017},
crossref = {DBLP:conf/iconip/2017-5},
url = {https://doi.org/10.1007/978-3-319-70139-4\_54},
doi = {10.1007/978-3-319-70139-4\_54},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/iconip/CinarMGGAS17.bib}
}

M. Trofimov, S. Sidana, O. Horodnitskii, C. Laclau, Y. Maximov, and M. Amini, “Representation learning and pairwise ranking for implicit and explicit feedback in recommendation systems,” Corr, vol. abs/1705.00105, 2017.
[Bibtex]

@article{DBLP:journals/corr/TrofimovSHLMA17,
author = {Mikhail Trofimov and
Sumit Sidana and
Oleh Horodnitskii and
Charlotte Laclau and
Yury Maximov and
Massih-Reza Amini},
title = {Representation Learning and Pairwise Ranking for Implicit and Explicit
Feedback in Recommendation Systems},
journal = {CoRR},
volume = {abs/1705.00105},
year = {2017},
url = {http://arxiv.org/abs/1705.00105},
eprinttype = {arXiv},
eprint = {1705.00105},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/TrofimovSHLMA17.bib}
}

Y. G. Cinar, H. Mirisaee, P. Goswami, É. Gaussier, A. Aït-Bachir, and V. V. Strijov, “Time series forecasting using rnns: an extended attention mechanism to model periods and handle missing values,” Corr, vol. abs/1703.10089, 2017.
[Bibtex]

@article{DBLP:journals/corr/CinarMGGAS17,
author = {Yagmur Gizem Cinar and
Hamid Mirisaee and
Parantapa Goswami and
{\'{E}}ric Gaussier and
Ali A{\"{\i}}t-Bachir and
Vadim V. Strijov},
title = {Time Series Forecasting using RNNs: an Extended Attention Mechanism
to Model Periods and Handle Missing Values},
journal = {CoRR},
volume = {abs/1703.10089},
year = {2017},
url = {http://arxiv.org/abs/1703.10089},
eprinttype = {arXiv},
eprint = {1703.10089},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/CinarMGGAS17.bib}
}

H. Amoualian, W. Lu, É. Gaussier, G. Balikas, M. Amini, and M. Clausel, “Topical coherence in lda-based models through induced segmentation,” in Proceedings of the 55th annual meeting of the association for computational linguistics, ACL 2017, vancouver, canada, july 30 – august 4, volume 1: long papers, Vancouver, Canada, 2017, p. 1799–1809.
[Bibtex]

@inproceedings{DBLP:conf/acl/AmoualianLGBAC17,
author = {Hesam Amoualian and
Wei Lu and
{\'{E}}ric Gaussier and
Georgios Balikas and
Massih-Reza Amini and
Marianne Clausel},
title = {Topical Coherence in LDA-based Models through Induced Segmentation},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
1: Long Papers},
pages = {1799--1809},
year = {2017},
crossref = {DBLP:conf/acl/2017-1},
url = {https://doi.org/10.18653/v1/P17-1165},
doi = {10.18653/V1/P17-1165},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/acl/AmoualianLGBAC17.bib},
hal_url = {https://hal.science/hal-01769776},
address = {Vancouver, Canada},
publisher = {{ACL}},
month = Jul,
hal_id = {hal-01769776}
}

A. Dulac, E. Gaussier, and C. Largeron, “Une Etude des Modèles Mixed-Membership pour la Prédiction de Liens dans les Réseaux Sociaux,” in Marami2017 8ème conférence sur les modèles et l’analyse des réseaux, La Rochelle, France, 2017.
[Bibtex]

@inproceedings{dulac:hal-01613767,
title = {{Une Etude des Mod{\`{e}}les Mixed-Membership pour la Pr{\'{e}}diction de Liens dans les R{\'{e}}seaux Sociaux}},
author = {Dulac, Adrien and Gaussier, Eric and Largeron, Christine},
hal_url = {https://hal.science/hal-01613767},
booktitle = {{Marami2017 8{\`{e}}me conf{\'{e}}rence sur les mod{\`{e}}les et l'analyse des r{\'{e}}seaux}},
address = {La Rochelle, France},
year = {2017},
month = Oct,
hal_id = {hal-01613767}
}

C. Brouard and C. Pomot, “Veille d’information sur le web avec re-watch,” in 17ème journées francophones extraction et gestion des connaissances, EGC 2017, 24-27 janvier 2017, grenoble, france, Grenoble, France, 2017, p. 489–492.
[Bibtex]

@inproceedings{DBLP:conf/f-egc/BrouardP17,
author = {Christophe Brouard and
Christian Pomot},
title = {Veille d'Information sur le Web avec Re-Watch},
booktitle = {17{\`{e}}me Journ{\'{e}}es Francophones Extraction et Gestion des
Connaissances, {EGC} 2017, 24-27 Janvier 2017, Grenoble, France},
pages = {489--492},
year = {2017},
crossref = {DBLP:conf/f-egc/2017},
url = {http://editions-rnti.fr/?inprocid=1002331},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
dblp_url = {https://dblp.org/rec/conf/f-egc/BrouardP17.bib},
hal_url = {https://hal.science/hal-01657537},
address = {Grenoble, France},
month = Jan,
keywords = {veille d'information ; filtrage ; recommandation automatique},
hal_id = {hal-01657537}
}

2016

A. Douzal-Chouakria, Advanced Analysis and Learning on Temporal Data, A. Douzal-Chouakria, J. A. Vilar, and P. Marteau, Eds., , 2016.
[Bibtex]

@book{douzalchouakria:hal-01385054,
title = {{Advanced Analysis and Learning on Temporal Data}},
author = {Douzal-Chouakria, Ahlame},
hal_url = {https://hal.science/hal-01385054},
editor = {Ahlame Douzal-Chouakria and Jos{\'{e}} A. Vilar and Pierre-Fran{\c{c}}ois Marteau},
year = {2016},
month = Aug,
doi = {10.1007/978-3-319-44412-3},
hal_id = {hal-01385054}
}

R. Ratajczak, D. Pellerin, Q. Labourey, and C. Garbay, “A Fast Audiovisual Attention Model for Human Detection and Localization on a Companion Robot,” in VISUAL 2016 – The First International Conference on Applications and Systems of Visual Paradigms (VISUAL 2016), Barcelone, Spain, 2016.
[Bibtex]

@inproceedings{ratajczak:hal-01408740,
title = {{A Fast Audiovisual Attention Model for Human Detection and Localization on a Companion Robot}},
author = {Ratajczak, R{\'{e}}mi and Pellerin, Denis and Labourey, Quentin and Garbay, Catherine},
hal_url = {https://hal.science/hal-01408740},
booktitle = {{VISUAL 2016 - The First International Conference on Applications and Systems of Visual Paradigms (VISUAL 2016)}},
address = {Barcelone, Spain},
organization = {{IARIA}},
hal_local_reference = {ATTENTIVE},
series = {VISUAL 2016 Proceedings - ThinkMind},
year = {2016},
month = Nov,
keywords = {audiovisual attention ; saliency ; RGB-D ; human localization ; companion robot},
pdf = {https://hal.science/hal-01408740/file/16_Visual_ratajczak_.pdf},
hal_id = {hal-01408740}
}

F. Badeig, E. Adam, R. Mandiau, and C. Garbay, “Analyzing multi-agent approaches for the design of advanced interactive and collaborative systems,” J. ambient intell. smart environ., vol. 8, iss. 3, p. 325–346, 2016.
[Bibtex]

@article{DBLP:journals/jaise/BadeigAMG16,
author = {Fabien Badeig and
Emmanuel Adam and
Ren{\'{e}} Mandiau and
Catherine Garbay},
title = {Analyzing multi-agent approaches for the design of advanced interactive
and collaborative systems},
journal = {J. Ambient Intell. Smart Environ.},
volume = {8},
number = {3},
pages = {325--346},
year = {2016},
url = {https://doi.org/10.3233/AIS-160380},
doi = {10.3233/AIS-160380},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/jaise/BadeigAMG16.bib},
hal_url = {https://hal.science/hal-01406631},
publisher = {{IOS Press}},
month = May,
keywords = {''Collaborative work'' ; ''remote tangible interaction'' ; ''multi-agent design'' ; ''normative trace-based system'' ; ''holonic system''},
hal_id = {hal-01406631}
}

Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “An approach to the TEL teaching of non-technical skills from the perspective of an ill-defined problem,” in Adaptive and adaptable learning – 11th european conference on technology enhanced learning, EC-TEL 2016, lyon, france, september 13-16, 2016, proceedings, Lyon, France, 2016, p. 555–558.
[Bibtex]

@inproceedings{DBLP:conf/ectel/BourrierJGL16,
author = {Yannick Bourrier and
Francis Jambon and
Catherine Garbay and
Vanda Luengo},
title = {An Approach to the {TEL} Teaching of Non-technical Skills from the
Perspective of an Ill-Defined Problem},
booktitle = {Adaptive and Adaptable Learning - 11th European Conference on Technology
Enhanced Learning, {EC-TEL} 2016, Lyon, France, September 13-16, 2016,
Proceedings},
pages = {555--558},
year = {2016},
crossref = {DBLP:conf/ectel/2016},
url = {https://doi.org/10.1007/978-3-319-45153-4\_62},
doi = {10.1007/978-3-319-45153-4\_62},
timestamp = {Mon, 28 Aug 2023 21:17:28 +0200},
dblp_url = {https://dblp.org/rec/conf/ectel/BourrierJGL16.bib},
hal_url = {https://hal.science/hal-01406624},
address = {Lyon, France},
publisher = {{Springer}},
series = {Lecture Notes in Computer Science},
volume = {9891},
month = Sep,
keywords = {critical situations ; virtual reality environment ; non-technical skills ; ill-defined domains},
hal_id = {hal-01406624}
}

G. Balikas and M. Amini, “An empirical study on large scale text classification with skip-gram embeddings,” Corr, vol. abs/1606.06623, 2016.
[Bibtex]

@article{DBLP:journals/corr/BalikasA16a,
author = {Georgios Balikas and
Massih-Reza Amini},
title = {An empirical study on large scale text classification with skip-gram
embeddings},
journal = {CoRR},
volume = {abs/1606.06623},
year = {2016},
url = {http://arxiv.org/abs/1606.06623},
eprinttype = {arXiv},
eprint = {1606.06623},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/BalikasA16a.bib}
}

Q. Labourey, O. Aycard, D. Pellerin, M. Rombaut, and C. Garbay, “An evidential filter for indoor navigation of a mobile robot in dynamic environment,” in Information processing and management of uncertainty in knowledge-based systems – 16th international conference, IPMU 2016, eindhoven, the netherlands, june 20-24, 2016, proceedings, part I, Eindhoven, Netherlands, 2016, p. 286–298.
[Bibtex]

@inproceedings{DBLP:conf/ipmu/LaboureyAPRG16,
author = {Quentin Labourey and
Olivier Aycard and
Denis Pellerin and
Mich{\`{e}}le Rombaut and
Catherine Garbay},
title = {An Evidential Filter for Indoor Navigation of a Mobile Robot in Dynamic
Environment},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems - 16th International Conference, {IPMU} 2016, Eindhoven, The
Netherlands, June 20-24, 2016, Proceedings, Part {I}},
pages = {286--298},
year = {2016},
crossref = {DBLP:conf/ipmu/2016-1},
url = {https://doi.org/10.1007/978-3-319-40596-4\_25},
doi = {10.1007/978-3-319-40596-4\_25},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ipmu/LaboureyAPRG16.bib},
hal_url = {https://hal.science/hal-01341861},
address = {Eindhoven, Netherlands},
month = Jun,
keywords = {Active multimodal perception ; Evidential filtering ; Mobile robot},
pdf = {https://hal.science/hal-01341861/file/IPMU2016_QUENTIN_LABOUREY.pdf},
hal_id = {hal-01341861}
}

Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “An Interaction Centred Approach to the teaching of Non-technical Skills in a Virtual Environment,” {Laboratoire d’Informatique de Paris 6 ; Laboratoire d’Informatique de Grenoble}, Research Report , 2016.
[Bibtex]

@techreport{bourrier:hal-01335038,
title = {{An Interaction Centred Approach to the teaching of Non-technical Skills in a Virtual Environment}},
author = {Bourrier, Yannick and Jambon, Francis and Garbay, Catherine and Luengo, Vanda},
hal_url = {https://hal.science/hal-01335038},
type = {Research Report},
institution = {{Laboratoire d'Informatique de Paris 6 ; Laboratoire d'Informatique de Grenoble}},
year = {2016},
month = Jun,
keywords = {Virtual Reality Environment ; Non-Technical Skills ; Critical Situations ; Ill-Defined Domains},
pdf = {https://hal.science/hal-01335038/file/ARTICLE_HAL_Interaction_NTS.pdf},
hal_id = {hal-01335038}
}

A. E. Mahdaouy, É. Gaussier, and S. E. A. Ouatik, “Arabic text classification based on word and document embeddings,” in Proceedings of the international conference on advanced intelligent systems and informatics, AISI 2016, cairo, egypt, october 24-26, 2016, 2016, p. 32–41.
[Bibtex]

@inproceedings{DBLP:conf/aisi/MahdaouyGO16,
author = {Abdelkader El Mahdaouy and
{\'{E}}ric Gaussier and
Sa{\"{\i}}d El Alaoui Ouatik},
title = {Arabic Text Classification Based on Word and Document Embeddings},
booktitle = {Proceedings of the International Conference on Advanced Intelligent
Systems and Informatics, {AISI} 2016, Cairo, Egypt, October 24-26,
2016},
pages = {32--41},
year = {2016},
crossref = {DBLP:conf/aisi/2016},
url = {https://doi.org/10.1007/978-3-319-48308-5\_4},
doi = {10.1007/978-3-319-48308-5\_4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/aisi/MahdaouyGO16.bib},
hal_url = {https://hal.science/hal-01386136},
publisher = {{Springer International Publishing}},
series = {Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2016},
volume = {533},
month = Oct,
keywords = { Doc2vec ; Arabic text classification ; Arabic natural language processing ; Document embeddings ; Word embeddings ; SKIP-Gram ; Continuous Bag-of-Word ; Glove},
hal_id = {hal-01386136}
}

F. Kawala, É. Gaussier, A. Douzal-Chouakria, and E. Diemert, “A study of different keyword activity prediction problems in social media,” Int. j. soc. netw. min., vol. 2, iss. 3, p. 224–255, 2016.
[Bibtex]

@article{DBLP:journals/ijsnm/KawalaGCD16,
author = {Fran{\c{c}}ois Kawala and
{\'{E}}ric Gaussier and
Ahlame Douzal-Chouakria and
Eustache Diemert},
title = {A study of different keyword activity prediction problems in social
media},
journal = {Int. J. Soc. Netw. Min.},
volume = {2},
number = {3},
pages = {224--255},
year = {2016},
url = {https://doi.org/10.1504/IJSNM.2016.10003523},
doi = {10.1504/IJSNM.2016.10003523},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/ijsnm/KawalaGCD16.bib},
hal_url = {https://hal.science/hal-01579048},
month = Jan,
keywords = {web mining ; clustering ; classification ; association rules mining ; empirical studies ; keyword activity prediction ; social media ; social networking sites SNS ; Twitter ; tweets},
hal_id = {hal-01579048}
}

B. Joshi, F. Iutzeler, and M. Amini, “Asynchronous distributed matrix factorization with similar user and item based regularization,” in Proceedings of the 10th ACM conference on recommender systems, boston, ma, usa, september 15-19, 2016, Boston, United States, 2016, p. 75–78.
[Bibtex]

@inproceedings{DBLP:conf/recsys/JoshiIA16,
author = {Bikash Joshi and
Franck Iutzeler and
Massih-Reza Amini},
title = {Asynchronous Distributed Matrix Factorization with Similar User and
Item Based Regularization},
booktitle = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
MA, USA, September 15-19, 2016},
pages = {75--78},
year = {2016},
crossref = {DBLP:conf/recsys/2016},
url = {https://doi.org/10.1145/2959100.2959161},
doi = {10.1145/2959100.2959161},
timestamp = {Tue, 06 Nov 2018 11:07:03 +0100},
dblp_url = {https://dblp.org/rec/conf/recsys/JoshiIA16.bib},
hal_url = {https://hal.science/hal-01406565},
address = {Boston, United States},
month = Sep,
keywords = {Distributed Learning ; Collaborative Filtering ; Recommender System},
hal_id = {hal-01406565}
}

T. Trouillon, J. Welbl, S. Riedel, É. Gaussier, and G. Bouchard, “Complex embeddings for simple link prediction,” in Proceedings of the 33nd international conference on machine learning, ICML 2016, new york city, ny, usa, june 19-24, 2016, 2016, p. 2071–2080.
[Bibtex]

@inproceedings{DBLP:conf/icml/TrouillonWRGB16,
author = {Th{\'{e}}o Trouillon and
Johannes Welbl and
Sebastian Riedel and
{\'{E}}ric Gaussier and
Guillaume Bouchard},
title = {Complex Embeddings for Simple Link Prediction},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
pages = {2071--2080},
year = {2016},
crossref = {DBLP:conf/icml/2016},
url = {http://proceedings.mlr.press/v48/trouillon16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
dblp_url = {https://dblp.org/rec/conf/icml/TrouillonWRGB16.bib}
}

T. Trouillon, J. Welbl, S. Riedel, É. Gaussier, and G. Bouchard, “Complex embeddings for simple link prediction,” Corr, vol. abs/1606.06357, 2016.
[Bibtex]

@article{DBLP:journals/corr/TrouillonWRGB16,
author = {Th{\'{e}}o Trouillon and
Johannes Welbl and
Sebastian Riedel and
{\'{E}}ric Gaussier and
Guillaume Bouchard},
title = {Complex Embeddings for Simple Link Prediction},
journal = {CoRR},
volume = {abs/1606.06357},
year = {2016},
url = {http://arxiv.org/abs/1606.06357},
eprinttype = {arXiv},
eprint = {1606.06357},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/TrouillonWRGB16.bib}
}

É. Gaussier and L. Cao, “Conference report on 2015 IEEE international conference on data science and advanced analytics (dsaa’2015) [conference reports],” IEEE comput. intell. mag., vol. 11, iss. 1, p. 13–14, 2016.
[Bibtex]

@article{DBLP:journals/cim/GaussierC16,
author = {{\'{E}}ric Gaussier and
Longbing Cao},
title = {Conference Report on 2015 {IEEE} International Conference on Data
Science and Advanced Analytics (DSAA'2015) [Conference Reports]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {11},
number = {1},
pages = {13--14},
year = {2016},
url = {https://doi.org/10.1109/MCI.2015.2502125},
doi = {10.1109/MCI.2015.2502125},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/cim/GaussierC16.bib}
}

M. Amini, J. Durand, O. Gaudoin, E. Gaussier, and A. B. Juditsky, “Data Science : une formation internationale de niveau Master en science des données,” Statistique et Enseignement, vol. 7, iss. 1, pp. 95-102, 2016.
[Bibtex]

@article{amini:hal-01342469,
title = {{Data Science : une formation internationale de niveau Master en science des donn{\'{e}}es}},
author = {Amini, Massih-Reza and Durand, Jean-Baptiste and Gaudoin, Olivier and Gaussier, Eric and Juditsky, Anatoli B.},
hal_url = {https://inria.hal.science/hal-01342469},
journal = {{Statistique et Enseignement}},
publisher = {{Soci{\'{e}}t{\'{e}} Fran{\c{c}}aise de Statistique}},
volume = {7},
number = {1},
pages = {95-102},
year = {2016},
month = Jun,
keywords = {international program ; master 2 ; data science ; formation internationale},
pdf = {https://inria.hal.science/hal-01342469/file/DataScience_revision2.pdf},
hal_id = {hal-01342469}
}

L. Thévin, J. Dugdale, O. Boissier, and C. Garbay, “Evaluating plans and human response using a normative multi-agent system,” in 13th proceedings of the international conference on information systems for crisis response and management, rio de janeiro, brasil, may 22-25, 2016, Rio de Janeiro, Brazil, 2016.
[Bibtex]

@inproceedings{DBLP:conf/iscram/ThevinDBG16,
author = {Lauren Th{\'{e}}vin and
Julie Dugdale and
Olivier Boissier and
Catherine Garbay},
title = {Evaluating Plans and Human Response Using a Normative Multi-Agent
System},
booktitle = {13th Proceedings of the International Conference on Information Systems
for Crisis Response and Management, Rio de Janeiro, Brasil, May 22-25,
2016},
year = {2016},
crossref = {DBLP:conf/iscram/2016},
url = {http://idl.iscram.org/files/laurenthevin/2016/1435\_LaurenThevin\_etal2016.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/iscram/ThevinDBG16.bib},
hal_url = {https://hal-emse.ccsd.cnrs.fr/emse-01339079},
address = {Rio de Janeiro, Brazil},
month = May,
keywords = {Crisis management ; training ; scenario ; collaboration ; tangible interaction},
pdf = {https://hal-emse.ccsd.cnrs.fr/emse-01339079/file/iscram2016_final_for_proceedings.pdf},
hal_id = {emse-01339079}
}

A. Bouziri, C. Latiri, and É. Gaussier, “Expansion de requêtes par apprentissage,” in CORIA 2016 – conférence en recherche d’informations et applications – 13th french information retrieval conference. CIFED 2016 colloque international francophone sur l’ecrit et le document, toulouse, france, march 9-11, 2016, 2016, p. 267–282.
[Bibtex]

@inproceedings{DBLP:conf/coria/BouziriLG16,
author = {Ahlem Bouziri and
Chiraz Latiri and
{\'{E}}ric Gaussier},
title = {Expansion de requ{\^{e}}tes par apprentissage},
booktitle = {{CORIA} 2016 - Conf{\'{e}}rence en Recherche d'Informations et Applications
- 13th French Information Retrieval Conference. {CIFED} 2016 Colloque
International Francophone sur l'Ecrit et le Document, Toulouse, France,
March 9-11, 2016},
pages = {267--282},
year = {2016},
crossref = {DBLP:conf/coria/2016},
url = {https://doi.org/10.24348/sdnri.2016.25},
doi = {10.24348/SDNRI.2016.25},
timestamp = {Fri, 26 Oct 2018 09:53:56 +0200},
dblp_url = {https://dblp.org/rec/conf/coria/BouziriLG16.bib}
}

S. Soheily-Khah, A. Douzal-Chouakria, and É. Gaussier, “Generalized k-means-based clustering for temporal data under weighted and kernel time warp,” Pattern recognit. lett., vol. 75, p. 63–69, 2016.
[Bibtex]

@article{DBLP:journals/prl/Soheily-KhahCG16,
author = {Saeid Soheily-Khah and
Ahlame Douzal-Chouakria and
{\'{E}}ric Gaussier},
title = {Generalized k-means-based clustering for temporal data under weighted
and kernel time warp},
journal = {Pattern Recognit. Lett.},
volume = {75},
pages = {63--69},
year = {2016},
url = {https://doi.org/10.1016/j.patrec.2016.03.007},
doi = {10.1016/J.PATREC.2016.03.007},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/prl/Soheily-KhahCG16.bib},
hal_url = {https://hal.science/hal-01385059},
publisher = {{Elsevier}},
month = May,
keywords = { Clustering ; Time warp ; Averaging time series ; Temporal alignment kernel ; Time series ; Generalized k-means ; Temporal data ; Kernel k-means},
hal_id = {hal-01385059}
}

S. Sumit, S. Mishra, S. Amer-Yahia, M. Clausel, and M. Amini, “Health Monitoring on Social Media over Time,” in 39th International ACM SIGIR conference on Research and Development in Information Retrieval, Pise, Italy, 2016.
[Bibtex]

@inproceedings{sumit:hal-01391904,
title = {{Health Monitoring on Social Media over Time}},
author = {Sumit, Sidana and Mishra, Shashwat and Amer-Yahia, Sihem and Clausel, Marianne and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01391904},
booktitle = {{39th International ACM SIGIR conference on Research and Development in Information Retrieval}},
address = {Pise, Italy},
year = {2016},
month = Jul,
hal_id = {hal-01391904}
}

L. Thévin, C. Garbay, O. Boissier, M. de Brito, and J. F. Hübner, “Institution artificielle située pour une aide à la régulation de la gestion de crises,” Rev. d’intelligence artif., vol. 30, iss. 1-2, p. 185–209, 2016.
[Bibtex]

@article{DBLP:journals/ria/ThevinGBBH16,
author = {Lauren Th{\'{e}}vin and
Catherine Garbay and
Olivier Boissier and
Maiquel de Brito and
Jomi Fred H{\"{u}}bner},
title = {Institution artificielle situ{\'{e}}e pour une aide {\`{a}} la r{\'{e}}gulation
de la gestion de crises},
journal = {Rev. d'Intelligence Artif.},
volume = {30},
number = {1-2},
pages = {185--209},
year = {2016},
url = {https://doi.org/10.3166/ria.30.185-209},
doi = {10.3166/RIA.30.185-209},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/ria/ThevinGBBH16.bib},
hal_url = {https://hal.science/hal-01407400},
publisher = {{Lavoisier}},
month = Jun,
hal_id = {hal-01407400}
}

R. Babbar, I. Partalas, É. Gaussier, M. Amini, and C. Amblard, “Learning taxonomy adaptation in large-scale classification,” J. mach. learn. res., vol. 17, iss. 98, p. 98:1–98:37, 2016.
[Bibtex]

@article{DBLP:journals/jmlr/BabbarPGAA16,
author = {Rohit Babbar and
Ioannis Partalas and
{\'{E}}ric Gaussier and
Massih-Reza Amini and
C{\'{e}}cile Amblard},
title = {Learning Taxonomy Adaptation in Large-scale Classification},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {98:1--98:37},
year = {2016},
url = {http://jmlr.org/papers/v17/14-207.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/jmlr/BabbarPGAA16.bib},
hal_url = {https://hal.science/hal-01391902},
publisher = {{Microtome Publishing}},
number = {98},
month = May,
keywords = {Large scale categorization},
hal_id = {hal-01391902}
}

G. Balikas, H. Amoualian, M. Clausel, É. Gaussier, and M. Amini, “Modeling topic dependencies in semantically coherent text spans with copulas,” in COLING 2016, 26th international conference on computational linguistics, proceedings of the conference: technical papers, december 11-16, 2016, osaka, japan, Osaka, Japan, 2016, p. 1767–1776.
[Bibtex]

@inproceedings{DBLP:conf/coling/BalikasACGA16,
author = {Georgios Balikas and
Hesam Amoualian and
Marianne Clausel and
{\'{E}}ric Gaussier and
Massih-Reza Amini},
title = {Modeling topic dependencies in semantically coherent text spans with
copulas},
booktitle = {{COLING} 2016, 26th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, December 11-16, 2016,
Osaka, Japan},
pages = {1767--1776},
year = {2016},
crossref = {DBLP:conf/coling/2016},
url = {https://aclanthology.org/C16-1166/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/coling/BalikasACGA16.bib},
hal_url = {https://hal.science/hal-01406613},
address = {Osaka, Japan},
month = Dec,
keywords = {Copulas},
hal_id = {hal-01406613}
}

G. Balikas and M. Amini, “Multi-label, multi-class classification using polylingual embeddings,” in Advances in information retrieval – 38th european conference on IR research, ECIR 2016, padua, italy, march 20-23, 2016. proceedings, Padoue, Italy, 2016, p. 723–728.
[Bibtex]

@inproceedings{DBLP:conf/ecir/BalikasA16,
author = {Georgios Balikas and
Massih-Reza Amini},
title = {Multi-label, Multi-class Classification Using Polylingual Embeddings},
booktitle = {Advances in Information Retrieval - 38th European Conference on {IR}
Research, {ECIR} 2016, Padua, Italy, March 20-23, 2016. Proceedings},
pages = {723--728},
year = {2016},
crossref = {DBLP:conf/ecir/2016},
url = {https://doi.org/10.1007/978-3-319-30671-1\_59},
doi = {10.1007/978-3-319-30671-1\_59},
timestamp = {Sun, 25 Oct 2020 22:33:09 +0100},
dblp_url = {https://dblp.org/rec/conf/ecir/BalikasA16.bib},
hal_url = {https://hal.science/hal-01299850},
address = {Padoue, Italy},
publisher = {{Springer}},
volume = {9626},
month = Mar,
pdf = {https://hal.science/hal-01299850/file/paper.pdf},
hal_id = {hal-01299850}
}

R. O. C. García and O. Aycard, “Multiple sensor fusion and classification for moving object detection and tracking,” IEEE trans. intell. transp. syst., vol. 17, iss. 2, p. 525–534, 2016.
[Bibtex]

@article{DBLP:journals/tits/GarciaA16,
author = {Ricardo Omar Ch{\'{a}}vez Garc{\'{\i}}a and
Olivier Aycard},
title = {Multiple Sensor Fusion and Classification for Moving Object Detection
and Tracking},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {17},
number = {2},
pages = {525--534},
year = {2016},
url = {https://doi.org/10.1109/TITS.2015.2479925},
doi = {10.1109/TITS.2015.2479925},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/tits/GarciaA16.bib},
hal_url = {https://hal.science/hal-01241846},
publisher = {{IEEE}},
keywords = {Index Terms-Intelligent vehicles ; Sensor fusion ; Classifi-cation algorithms ; Vehicle detection ; Vehicle Safety},
pdf = {https://hal.science/hal-01241846/file/Chavez15.pdf},
hal_id = {hal-01241846}
}

R. Goyal, M. Dymetman, and É. Gaussier, “Natural language generation through character-based rnns with finite-state prior knowledge,” in COLING 2016, 26th international conference on computational linguistics, proceedings of the conference: technical papers, december 11-16, 2016, osaka, japan, 2016, p. 1083–1092.
[Bibtex]

@inproceedings{DBLP:conf/coling/GoyalDG16,
author = {Raghav Goyal and
Marc Dymetman and
{\'{E}}ric Gaussier},
title = {Natural Language Generation through Character-based RNNs with Finite-state
Prior Knowledge},
booktitle = {{COLING} 2016, 26th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, December 11-16, 2016,
Osaka, Japan},
pages = {1083--1092},
year = {2016},
crossref = {DBLP:conf/coling/2016},
url = {https://aclanthology.org/C16-1103/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/coling/GoyalDG16.bib}
}

G. Balikas, M. Amini, and M. Clausel, “On a topic model for sentences,” in Proceedings of the 39th international ACM SIGIR conference on research and development in information retrieval, SIGIR 2016, pisa, italy, july 17-21, 2016, 2016, p. 921–924.
[Bibtex]

@inproceedings{DBLP:conf/sigir/BalikasAC16,
author = {Georgios Balikas and
Massih-Reza Amini and
Marianne Clausel},
title = {On a Topic Model for Sentences},
booktitle = {Proceedings of the 39th International {ACM} {SIGIR} conference on
Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
Italy, July 17-21, 2016},
pages = {921--924},
year = {2016},
crossref = {DBLP:conf/sigir/2016},
url = {https://doi.org/10.1145/2911451.2914714},
doi = {10.1145/2911451.2914714},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/sigir/BalikasAC16.bib}
}

G. Balikas, M. Amini, and M. Clausel, “On a topic model for sentences,” Corr, vol. abs/1606.00253, 2016.
[Bibtex]

@article{DBLP:journals/corr/BalikasAC16,
author = {Georgios Balikas and
Massih-Reza Amini and
Marianne Clausel},
title = {On a Topic Model for Sentences},
journal = {CoRR},
volume = {abs/1606.00253},
year = {2016},
url = {http://arxiv.org/abs/1606.00253},
eprinttype = {arXiv},
eprint = {1606.00253},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/BalikasAC16.bib}
}

S. Kleisarchaki, S. Amer-Yahia, A. Douzal-Chouakria, and V. Christophides, “Querying temporal drifts at multiple granularities (technical report),” Corr, vol. abs/1605.02772, 2016.
[Bibtex]

@article{DBLP:journals/corr/KleisarchakiACC16,
author = {Sofia Kleisarchaki and
Sihem Amer-Yahia and
Ahlame Douzal-Chouakria and
Vassilis Christophides},
title = {Querying Temporal Drifts at Multiple Granularities (Technical Report)},
journal = {CoRR},
volume = {abs/1605.02772},
year = {2016},
url = {http://arxiv.org/abs/1605.02772},
eprinttype = {arXiv},
eprint = {1605.02772},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/KleisarchakiACC16.bib}
}

Y. Maximov, M. Amini, and Z. Harchaoui, “Rademacher complexity bounds for a penalized multiclass semi-supervised algorithm,” Corr, vol. abs/1607.00567, 2016.
[Bibtex]

@article{DBLP:journals/corr/MaximovAH16,
author = {Yury Maximov and
Massih-Reza Amini and
Za{\"{\i}}d Harchaoui},
title = {Rademacher Complexity Bounds for a Penalized Multiclass Semi-Supervised
Algorithm},
journal = {CoRR},
volume = {abs/1607.00567},
year = {2016},
url = {http://arxiv.org/abs/1607.00567},
eprinttype = {arXiv},
eprint = {1607.00567},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/MaximovAH16.bib}
}

M. Amini and G. Eric, Recherche d’Information, E. (. édition), Ed., , 2016.
[Bibtex]

@book{amini:hal-01406576,
title = {{Recherche d'Information}},
author = {Amini, Massih-Reza and Eric, Gaussier},
hal_url = {https://hal.science/hal-01406576},
editor = {Eyrolles (2eme {\'{e}}dition)},
pages = {1--274},
year = {2016},
month = Dec,
hal_id = {hal-01406576}
}

A. E. Mahdaouy, S. O. E. Alaoui, and É. Gaussier, “Semantically enhanced term frequency based on word embeddings for arabic information retrieval,” in 4th IEEE international colloquium on information science and technology, cist 2016, tangier, morocco, october 24-26, 2016, Tangier, Morocco, 2016, p. 385–389.
[Bibtex]

@inproceedings{DBLP:conf/cist/MahdaouyAG16,
author = {Abdelkader El Mahdaouy and
Said Ouatik El Alaoui and
{\'{E}}ric Gaussier},
title = {Semantically enhanced term frequency based on word embeddings for
Arabic information retrieval},
booktitle = {4th {IEEE} International Colloquium on Information Science and Technology,
CiSt 2016, Tangier, Morocco, October 24-26, 2016},
pages = {385--389},
year = {2016},
crossref = {DBLP:conf/cist/2016},
url = {https://doi.org/10.1109/CIST.2016.7805076},
doi = {10.1109/CIST.2016.7805076},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/cist/MahdaouyAG16.bib},
hal_url = {https://hal.science/hal-01409754},
address = {Tangier, Morocco},
month = Oct,
keywords = { Distributed Representation of word Vectors ; IR models ; Arabic Information Retrieval ; Semantic Matching ; Term Mismatch ; Semantically Enhanced Term Frequency ; Word Embedding ; Recherche d'Information en langue arabe ; Appariement S{\'{e}}mantique ; Disparit{\'{e}} des Mots ; Word Embedding ; Repr{\'{e}}sentations Distribu{\'{e}}es des Vecteurs des Mots ; Mod{\`{e}}les de RI},
hal_id = {hal-01409754}
}

M. Nicolae, É. Gaussier, A. Habrard, and M. Sebban, “Similarity learning for time series classification,” Corr, vol. abs/1610.04783, 2016.
[Bibtex]

@article{DBLP:journals/corr/NicolaeGHS16,
author = {Maria-Irina Nicolae and
{\'{E}}ric Gaussier and
Amaury Habrard and
Marc Sebban},
title = {Similarity Learning for Time Series Classification},
journal = {CoRR},
volume = {abs/1610.04783},
year = {2016},
url = {http://arxiv.org/abs/1610.04783},
eprinttype = {arXiv},
eprint = {1610.04783},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/NicolaeGHS16.bib}
}

J. Burkhardt, V. Corneloup, C. Garbay, Y. Bourrier, J. Francis, V. Luengo, A. Job, P. Cabon, A. Benabbou, and D. Lourdeaux, “Simulation and virtual reality-based learning of non-technical skills in driving: critical situations, diagnostic and adaptation,” in 1st IFAC Conference on Cyber-Physical & Human-Systems (CPHS 2016), Florianopolis, Brazil, 2016, pp. 66-71.
[Bibtex]

@inproceedings{burkhardt:hal-01502327,
title = {{Simulation and virtual reality-based learning of non-technical skills in driving: critical situations, diagnostic and adaptation}},
author = {Burkhardt, Jean-Marie and Corneloup, Valentin and Garbay, Catherine and Bourrier, Yannick and Francis, Jambon and Luengo, Vanda and Job, Ana{\"{i}}s and Cabon, Philippe and Benabbou, Azzeddine and Lourdeaux, Domitile},
hal_url = {https://hal.sorbonne-universite.fr/hal-01502327},
booktitle = {{1st IFAC Conference on Cyber-Physical \& Human-Systems (CPHS 2016)}},
address = {Florianopolis, Brazil},
hal_local_reference = {8},
publisher = {{Elsevier}},
series = {IFAC-PapersOnLine},
volume = {49},
number = {32},
pages = {66-71},
year = {2016},
month = Dec,
doi = {10.1016/j.ifacol.2016.12.191},
keywords = { Driving simulation ; Human Factors ; Intelligent Tutoring System ; Educational Aids ; Virtual Reality ; Non-Technical Skills},
hal_id = {hal-01502327}
}

C. Brouard and C. Pomot, “Specificsearch : un outil de recommandation automatique pour la veille d’information sur le web,” in Actes du xxxivème congrès inforsid, grenoble, france, may 31 – june 3, 2016, Grenoble, France, 2016, p. 101–116.
[Bibtex]

@inproceedings{DBLP:conf/inforsid/BrouardP16,
author = {Christophe Brouard and
Christian Pomot},
title = {SpecificSearch : Un outil de recommandation automatique pour la veille
d'information sur le web},
booktitle = {Actes du XXXIV{\`{e}}me Congr{\`{e}}s INFORSID, Grenoble, France,
May 31 - June 3, 2016},
pages = {101--116},
year = {2016},
crossref = {DBLP:conf/inforsid/2016},
url = {http://inforsid.fr/actes/2016/INFORSID2016\_paper\_19.pdf},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/inforsid/BrouardP16.bib},
hal_url = {https://hal.science/hal-01384957},
address = {Grenoble, France},
month = May,
keywords = {recommandation automatique ; veille d'information sur le web ; filtrage adaptatif ; flux RSS},
hal_id = {hal-01384957}
}

H. Amoualian, M. Clausel, É. Gaussier, and M. Amini, “Streaming-lda: A copula-based approach to modeling topic dependencies in document streams,” in Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining, san francisco, ca, usa, august 13-17, 2016, San Francisco, United States, 2016, p. 695–704.
[Bibtex]

@inproceedings{DBLP:conf/kdd/AmoualianCGA16,
author = {Hesam Amoualian and
Marianne Clausel and
{\'{E}}ric Gaussier and
Massih-Reza Amini},
title = {Streaming-LDA: {A} Copula-based Approach to Modeling Topic Dependencies
in Document Streams},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {695--704},
year = {2016},
crossref = {DBLP:conf/kdd/2016},
url = {https://doi.org/10.1145/2939672.2939781},
doi = {10.1145/2939672.2939781},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
dblp_url = {https://dblp.org/rec/conf/kdd/AmoualianCGA16.bib},
hal_url = {https://hal.science/hal-01344779},
address = {San Francisco, United States},
publisher = {{ACM}},
month = Aug,
keywords = {Topic Dependencies ; Latent Dirichlet allocation ; Copulas ; Document Streams},
pdf = {https://hal.science/hal-01344779/file/StreamingCopulaLDA-KDD.pdf},
hal_id = {hal-01344779}
}

M. de Brito, L. Thévin, C. Garbay, O. Boissier, and J. F. Hübner, “Supporting flexible regulation of crisis management by means of situated artificial institution,” Frontiers inf. technol. electron. eng., vol. 17, iss. 4, p. 309–324, 2016.
[Bibtex]

@article{DBLP:journals/jzusc/BritoTGBH16,
author = {Maiquel de Brito and
Lauren Th{\'{e}}vin and
Catherine Garbay and
Olivier Boissier and
Jomi Fred H{\"{u}}bner},
title = {Supporting flexible regulation of crisis management by means of situated
artificial institution},
journal = {Frontiers Inf. Technol. Electron. Eng.},
volume = {17},
number = {4},
pages = {309--324},
year = {2016},
url = {https://doi.org/10.1631/FITEE.1500369},
doi = {10.1631/FITEE.1500369},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/jzusc/BritoTGBH16.bib},
hal_url = {https://hal.science/hal-01407402},
publisher = {{Springer}},
month = Apr,
hal_id = {hal-01407402}
}

S. Amer-Yahia, É. Gaussier, V. Leroy, J. Pilourdault, R. M. Borromeo, and M. Toyama, “Task composition in crowdsourcing,” in 2016 IEEE international conference on data science and advanced analytics, DSAA 2016, montreal, qc, canada, october 17-19, 2016, Montreal, Canada, 2016, p. 194–203.
[Bibtex]

@inproceedings{DBLP:conf/dsaa/Amer-YahiaGLPBT16,
author = {Sihem Amer-Yahia and
{\'{E}}ric Gaussier and
Vincent Leroy and
Julien Pilourdault and
Ria Mae Borromeo and
Motomichi Toyama},
title = {Task Composition in Crowdsourcing},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {194--203},
year = {2016},
crossref = {DBLP:conf/dsaa/2016},
url = {https://doi.org/10.1109/DSAA.2016.27},
doi = {10.1109/DSAA.2016.27},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
dblp_url = {https://dblp.org/rec/conf/dsaa/Amer-YahiaGLPBT16.bib},
hal_url = {https://hal.science/hal-01407780},
address = {Montreal, Canada},
series = {Proceedings of the International Conference on Data Science and Advanced Analytics},
month = Oct,
pdf = {https://hal.science/hal-01407780/file/CrowdCI.pdf},
hal_id = {hal-01407780}
}

A. Goyal, E. Morvant, P. Germain, and M. Amini, “Théorèmes PAC-Bayésiens pour l’apprentissage multi-vues,” in Conférence Francophone sur l’Apprentissage Automatique (CAp), Marseille, France, 2016.
[Bibtex]

@inproceedings{goyal:hal-01329763,
title = {{Th{\'{e}}or{\`{e}}mes PAC-Bay{\'{e}}siens pour l'apprentissage multi-vues}},
author = {Goyal, Anil and Morvant, Emilie and Germain, Pascal and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01329763},
booktitle = {{Conf{\'{e}}rence Francophone sur l'Apprentissage Automatique (CAp)}},
address = {Marseille, France},
year = {2016},
month = Jul,
hal_id = {hal-01329763}
}

G. Balikas and M. Amini, “Twise at semeval-2016 task 4: twitter sentiment classification,” in Proceedings of the 10th international workshop on semantic evaluation, semeval@naacl-hlt 2016, san diego, ca, usa, june 16-17, 2016, 2016, p. 85–91.
[Bibtex]

@inproceedings{DBLP:conf/semeval/BalikasA16,
author = {Georgios Balikas and
Massih-Reza Amini},
title = {TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification},
booktitle = {Proceedings of the 10th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2016, San Diego, CA, USA, June 16-17, 2016},
pages = {85--91},
year = {2016},
crossref = {DBLP:conf/semeval/2016},
url = {https://doi.org/10.18653/v1/s16-1010},
doi = {10.18653/V1/S16-1010},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/semeval/BalikasA16.bib}
}

G. Balikas and M. Amini, “Twise at semeval-2016 task 4: twitter sentiment classification,” Corr, vol. abs/1606.04351, 2016.
[Bibtex]

@article{DBLP:journals/corr/BalikasA16,
author = {Georgios Balikas and
Massih-Reza Amini},
title = {TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification},
journal = {CoRR},
volume = {abs/1606.04351},
year = {2016},
url = {http://arxiv.org/abs/1606.04351},
eprinttype = {arXiv},
eprint = {1606.04351},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/BalikasA16.bib}
}

H. Mirisaee, E. Gaussier, and A. Termier, “Efficient local search for L$_1$ and L$_2$ binary matrix factorization,” Intelligent Data Analysis, vol. 20, iss. 4, pp. 783-807, 2016.
[Bibtex]

@article{DBLP:journals/ida/MirisaeeGT16,
title = {{Efficient local search for L$_1$ and L$_2$ binary matrix factorization}},
author = {Mirisaee, Hamid and Gaussier, Eric and Termier, Alexandre},
hal_url = {https://hal.science/hal-01405186},
journal = {{Intelligent Data Analysis}},
publisher = {{IOS Press}},
volume = {20},
pages = {783 - 807},
year = {2016},
doi = {10.3233/IDA-160832},
keywords = {Binary Matrix Factorization ; Local Search ; Heuristic},
pdf = {https://hal.science/hal-01405186/file/IDA_journal_2016.pdf},
hal_id = {hal-01405186},
number = {4},
url = {https://doi.org/10.3233/IDA-160832},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/ida/MirisaeeGT16.bib}
}

2015

S. Soheily-Khah, A. Douzal-Chouakria, and É. Gaussier, “A comparison of progressive and iterative centroid estimation approaches under time warp,” in Advanced analysis and learning on temporal data – first ECML PKDD workshop, AALTD 2015, porto, portugal, september 11, 2015, revised selected papers, 2015, p. 144–156.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/Soheily-KhahCG15a,
author = {Saeid Soheily-Khah and
Ahlame Douzal-Chouakria and
{\'{E}}ric Gaussier},
title = {A Comparison of Progressive and Iterative Centroid Estimation Approaches
Under Time Warp},
booktitle = {Advanced Analysis and Learning on Temporal Data - First {ECML} {PKDD}
Workshop, {AALTD} 2015, Porto, Portugal, September 11, 2015, Revised
Selected Papers},
pages = {144--156},
year = {2015},
crossref = {DBLP:conf/pkdd/2015aaltdX},
url = {https://doi.org/10.1007/978-3-319-44412-3\_10},
doi = {10.1007/978-3-319-44412-3\_10},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/pkdd/Soheily-KhahCG15a.bib},
hal_url = {https://hal.science/hal-01385018},
publisher = {{Springer}},
series = {Lecture Notes in Computer Science},
volume = {9785},
keywords = {Centroid estimation ; Multiple temporal alignment ; Dynamic time warping ; Time series},
pdf = {https://hal.science/hal-01385018/file/SOHEILY-KHAH_A%20comparison%20of%20progressive%20and%20iterative%20centroid%20estimation%20approaches%20under%20time%20warp.pdf},
hal_id = {hal-01385018}
}

P. Goswami, M. Amini, and É. Gaussier, “À la recherche des paramètres des modèles de RI,” in CORIA 2015 – conférence en recherche d’infomations et applications – 12th french information retrieval conference, paris, france, march 18-20, 2015, Paris, France, 2015, p. 173–187.
[Bibtex]

@inproceedings{DBLP:conf/coria/GoswamiAG15,
author = {Parantapa Goswami and
Massih-Reza Amini and
{\'{E}}ric Gaussier},
title = {{\`{A}} la recherche des param{\`{e}}tres des mod{\`{e}}les de {RI}},
booktitle = {{CORIA} 2015 - Conf{\'{e}}rence en Recherche d'Infomations et Applications
- 12th French Information Retrieval Conference, Paris, France, March
18-20, 2015},
pages = {173--187},
year = {2015},
crossref = {DBLP:conf/coria/2015},
url = {https://doi.org/10.24348/coria.2015.1000},
doi = {10.24348/CORIA.2015.1000},
timestamp = {Mon, 08 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/coria/GoswamiAG15.bib},
hal_url = {https://hal.science/hal-01236595},
address = {Paris, France},
month = Mar,
hal_id = {hal-01236595},
keywords = {Mod{\`{e}}les de RI ; estimation des param{\`{e}}tres}
}

M. Nicolae, M. Sebban, A. Habrard, É. Gaussier, and M. -, “Algorithmic robustness for semi-supervised ($\epsilon$, $\gamma$, $\tau$) -good metric learning,” in Neural information processing – 22nd international conference, ICONIP 2015, istanbul, turkey, november 9-12, 2015, proceedings, part I, Istanbul, Turkey, 2015, p. 253–263.
[Bibtex]

@inproceedings{DBLP:conf/iconip/NicolaeSHGA15,
author = {Maria-Irina Nicolae and
Marc Sebban and
Amaury Habrard and
{\'{E}}ric Gaussier and
Massih{-}Reza Amini},
title = {Algorithmic Robustness for Semi-Supervised ({\(\epsilon\)}, {\(\gamma\)},
{\(\t{au\)}}) -Good Metric Learning},
booktitle = {Neural Information Processing - 22nd International Conference, {ICONIP}
2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {I}},
pages = {253--263},
year = {2015},
crossref = {DBLP:conf/iconip/2015-1},
url = {https://doi.org/10.1007/978-3-319-26532-2\_28},
doi = {10.1007/978-3-319-26532-2\_28},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/iconip/NicolaeSHGA15.bib},
hal_url = {https://hal.science/hal-01223411},
address = {Istanbul, Turkey},
month = Nov,
hal_id = {hal-01223411}
}

C. Do, A. Douzal-Chouakria, S. Marié, and M. Rombaut, “A multi-modal metric learning framework for time series knn classification,” in Advanced analysis and learning on temporal data – first ECML PKDD workshop, AALTD 2015, porto, portugal, september 11, 2015, revised selected papers, 2015, p. 131–143.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/DoCMR15a,
author = {Cao-Tri Do and
Ahlame Douzal-Chouakria and
Sylvain Mari{\'{e}} and
Mich{\`{e}}le Rombaut},
title = {A Multi-modal Metric Learning Framework for Time Series kNN Classification},
booktitle = {Advanced Analysis and Learning on Temporal Data - First {ECML} {PKDD}
Workshop, {AALTD} 2015, Porto, Portugal, September 11, 2015, Revised
Selected Papers},
pages = {131--143},
year = {2015},
crossref = {DBLP:conf/pkdd/2015aaltdX},
url = {https://doi.org/10.1007/978-3-319-44412-3\_9},
doi = {10.1007/978-3-319-44412-3\_9},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
dblp_url = {https://dblp.org/rec/conf/pkdd/DoCMR15a.bib},
hal_url = {https://hal.science/hal-01385071},
keywords = {Metric learning ; Time series ; k-NN ; Classification ; Spectral metric},
hal_id = {hal-01385071}
}

E. Devijver, “An ${\ell}$ 1 -oracle inequality for the Lasso in finite mixture of multivariate Gaussian regression models.,” ESAIM: Probability and Statistics, 2015.
[Bibtex]

@article{devijver:hal-01075338,
title = {{An ${\ell}$ 1 -oracle inequality for the Lasso in finite mixture of multivariate Gaussian regression models.}},
author = {Devijver, Emilie},
hal_url = {https://inria.hal.science/hal-01075338},
journal = {{ESAIM: Probability and Statistics}},
publisher = {{EDP Sciences}},
year = {2015},
month = Dec,
keywords = {Lasso ; Finite mixture of multivariate regression model ; \ell\_1 oracle inequality},
pdf = {https://inria.hal.science/hal-01075338v2/file/L1OracleInequalityArxiv.pdf},
hal_id = {hal-01075338}
}

L. Billard, A. Douzal-Chouakria, and S. Y. Samadi, “An exploratory analysis of multiple multivariate time series,” in Proceedings of the 1st international workshop on advanced analytics and learning on temporal data, AALTD 2015, co-located with the european conference on machine learning and principles and practice of knowledge discovery in databases (ECML PKDD 2015), porto, portugal, september 11, 2015, Porto, Portugal, 2015.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/BillardCS15,
author = {Lynne Billard and
Ahlame Douzal-Chouakria and
Seyed Yaser Samadi},
title = {An Exploratory Analysis of Multiple Multivariate Time Series},
booktitle = {Proceedings of the 1st International Workshop on Advanced Analytics
and Learning on Temporal Data, {AALTD} 2015, co-located with The European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases {(ECML} {PKDD} 2015), Porto, Portugal, September
11, 2015},
year = {2015},
crossref = {DBLP:conf/pkdd/2015aaltd},
url = {https://ceur-ws.org/Vol-1425/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
dblp_url = {https://dblp.org/rec/conf/pkdd/BillardCS15.bib},
hal_url = {https://hal.science/hal-01208416},
address = {Porto, Portugal},
month = Sep,
keywords = {multivariate time series ; autocorrelation ; cross-correlation ; principal component analysis},
hal_id = {hal-01208416}
}

G. Tsatsaronis, G. Balikas, P. Malakasiotis, I. Partalas, M. Zschunke, M. R. Alvers, D. Weissenborn, A. Krithara, S. Petridis, D. Polychronopoulos, Y. Almirantis, J. Pavlopoulos, N. Baskiotis, P. Gallinari, T. Artières, A. N. Ngomo, N. Heino, É. Gaussier, L. B. -, M. Schroeder, I. Androutsopoulos, and G. Paliouras, “An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition,” BMC bioinform., vol. 16, iss. 1, p. 138:1–138:28, 2015.
[Bibtex]

@article{DBLP:journals/bmcbi/TsatsaronisBMPZ15,
author = {George Tsatsaronis and
Georgios Balikas and
Prodromos Malakasiotis and
Ioannis Partalas and
Matthias Zschunke and
Michael R. Alvers and
Dirk Weissenborn and
Anastasia Krithara and
Sergios Petridis and
Dimitris Polychronopoulos and
Yannis Almirantis and
John Pavlopoulos and
Nicolas Baskiotis and
Patrick Gallinari and
Thierry Arti{\`{e}}res and
Axel-Cyrille Ngonga Ngomo and
Norman Heino and
{\'{E}}ric Gaussier and
Liliana Barrio{-}Alvers and
Michael Schroeder and
Ion Androutsopoulos and
Georgios Paliouras},
title = {An overview of the {BIOASQ} large-scale biomedical semantic indexing
and question answering competition},
journal = {{BMC} Bioinform.},
volume = {16},
pages = {138:1--138:28},
year = {2015},
url = {https://doi.org/10.1186/s12859-015-0564-6},
doi = {10.1186/S12859-015-0564-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/bmcbi/TsatsaronisBMPZ15.bib},
hal_url = {https://hal.sorbonne-universite.fr/hal-01156600},
publisher = {{BioMed Central}},
number = {1},
month = Apr,
keywords = {Hierarchical Text Classification ; BIOASQ Competition ; Question answering ; Information retrieval ; Passage retrieval ; ClassY ; Semantic indexing ; Multi-document text summarization},
pdf = {https://hal.sorbonne-universite.fr/hal-01156600/file/Tsatsaronis_2015_An_overview_of_the.pdf},
hal_id = {hal-01156600}
}

M. Amini, Apprentissage machine: de la théorie à la pratique, Eyrolles, Ed., Eyrolles, 2015.
[Bibtex]

@book{DBLP:books/eyrolles/Amini15,
author = {Massih-Reza Amini},
title = {Apprentissage Machine: de la th{\'{e}}orie {\`{a}} la pratique},
publisher = {Eyrolles},
year = {2015},
url = {http://www.eyrolles.com/Informatique/Livre/apprentissage-machine-9782212138009},
isbn = {978-2-212-13800-9},
timestamp = {Tue, 09 Jun 2015 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/books/eyrolles/Amini15.bib},
hal_url = {https://hal.science/hal-01211214},
editor = {Eyrolles},
month = Feb,
keywords = {Apprentissage statistique ; concepts fondamentaux en Machine Learning},
hal_id = {hal-01211214}
}

V. Leroy, S. Amer-Yahia, É. Gaussier, and S. H. Mirisaee, “Building representative composite items,” in Proceedings of the 24th ACM international conference on information and knowledge management, CIKM 2015, melbourne, vic, australia, october 19 – 23, 2015, Melbourne, Australia, 2015, p. 1421–1430.
[Bibtex]

@inproceedings{DBLP:conf/cikm/LeroyAGM15,
author = {Vincent Leroy and
Sihem Amer-Yahia and
{\'{E}}ric Gaussier and
Seyed Hamid Mirisaee},
title = {Building Representative Composite Items},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1421--1430},
year = {2015},
crossref = {DBLP:conf/cikm/2015},
url = {https://doi.org/10.1145/2806416.2806465},
doi = {10.1145/2806416.2806465},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
dblp_url = {https://dblp.org/rec/conf/cikm/LeroyAGM15.bib},
hal_url = {https://hal.science/hal-01180167},
address = {Melbourne, Australia},
series = {Proceedings of the 24th ACM Conference on Information and Knowledge Management (CIKM), 2015},
month = Oct,
keywords = {summarization ; fuzzy clustering ; composite items},
pdf = {https://hal.science/hal-01180167/file/fuzzycomposite_preprint.pdf},
hal_id = {hal-01180167}
}

R. Blanch, R. Dautriche, and G. Bisson, “Dendrogramix: A hybrid tree-matrix visualization technique to support interactive exploration of dendrograms,” in 2015 IEEE pacific visualization symposium, pacificvis 2015, hangzhou, china, april 14-17, 2015, Hangzhou, China, 2015, p. 31–38.
[Bibtex]

@inproceedings{DBLP:conf/apvis/BlanchDB15,
author = {Renaud Blanch and
Remy Dautriche and
Gilles Bisson},
title = {Dendrogramix: {A} hybrid tree-matrix visualization technique to support
interactive exploration of dendrograms},
booktitle = {2015 {IEEE} Pacific Visualization Symposium, PacificVis 2015, Hangzhou,
China, April 14-17, 2015},
pages = {31--38},
year = {2015},
crossref = {DBLP:conf/apvis/2015},
url = {https://doi.org/10.1109/PACIFICVIS.2015.7156353},
doi = {10.1109/PACIFICVIS.2015.7156353},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/apvis/BlanchDB15.bib},
hal_url = {https://hal.science/hal-01492572},
note = {Best Paper award.},
address = {Hangzhou, China},
editor = {IEEE},
pdf = {https://hal.science/hal-01492572/file/PacificVis15_Blanch_Dendrogramix.pdf},
hal_id = {hal-01492572}
}

G. Balikas, I. Partalas, É. Gaussier, R. Babbar, and M. Amini, “Efficient model selection for regularized classification by exploiting unlabeled data,” in Advances in intelligent data analysis XIV – 14th international symposium, IDA 2015, saint etienne, france, october 22-24, 2015, proceedings, Saint-Etienne, France, 2015, p. 25–36.
[Bibtex]

@inproceedings{DBLP:conf/ida/BalikasPGBA15,
author = {Georgios Balikas and
Ioannis Partalas and
{\'{E}}ric Gaussier and
Rohit Babbar and
Massih-Reza Amini},
title = {Efficient Model Selection for Regularized Classification by Exploiting
Unlabeled Data},
booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
{IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
pages = {25--36},
year = {2015},
crossref = {DBLP:conf/ida/2015},
url = {https://doi.org/10.1007/978-3-319-24465-5\_3},
doi = {10.1007/978-3-319-24465-5\_3},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ida/BalikasPGBA15.bib},
hal_url = {https://hal.science/hal-01237129},
address = {Saint-Etienne, France},
month = Oct,
pdf = {https://hal.science/hal-01237129/file/Quantification_IDA15.pdf},
hal_id = {hal-01237129},
keywords = {Multi-class classification ; Quantification}
}

L. Ralaivola and M. Amini, “Entropy-based concentration inequalities for dependent variables,” in Proceedings of the 32nd international conference on machine learning, ICML 2015, lille, france, 6-11 july 2015, Lille, France, 2015, p. 2436–2444.
[Bibtex]

@inproceedings{DBLP:conf/icml/RalaivolaA15,
author = {Liva Ralaivola and
Massih-Reza Amini},
title = {Entropy-Based Concentration Inequalities for Dependent Variables},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
pages = {2436--2444},
year = {2015},
crossref = {DBLP:conf/icml/2015},
url = {http://proceedings.mlr.press/v37/ralaivola15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
dblp_url = {https://dblp.org/rec/conf/icml/RalaivolaA15.bib},
hal_url = {https://hal.science/hal-01211199},
address = {Lille, France},
month = Jul,
keywords = {Learning with interdependent data ; Generalization error bounds},
hal_id = {hal-01211199}
}

A. Kosmopoulos, I. Partalas, É. Gaussier, G. Paliouras, and I. Androutsopoulos, “Evaluation measures for hierarchical classification: a unified view and novel approaches,” Data min. knowl. discov., vol. 29, iss. 3, p. 820–865, 2015.
[Bibtex]

@article{DBLP:journals/datamine/KosmopoulosPGPA15,
author = {Aris Kosmopoulos and
Ioannis Partalas and
{\'{E}}ric Gaussier and
Georgios Paliouras and
Ion Androutsopoulos},
title = {Evaluation measures for hierarchical classification: a unified view
and novel approaches},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {3},
pages = {820--865},
year = {2015},
url = {https://doi.org/10.1007/s10618-014-0382-x},
doi = {10.1007/S10618-014-0382-X},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/datamine/KosmopoulosPGPA15.bib}
}

M. Chebel, C. Latiri, and É. Gaussier, “Extraction of interlingual documents clusters based on closed concepts mining,” in 19th international conference in knowledge based and intelligent information and engineering systems, KES 2015, singapore, 7-9 september 2015, 2015, p. 537–546.
[Bibtex]

@inproceedings{DBLP:conf/kes/ChebelLG15,
author = {Mohamed Chebel and
Chiraz Latiri and
{\'{E}}ric Gaussier},
title = {Extraction of Interlingual Documents Clusters Based on Closed Concepts
Mining},
booktitle = {19th International Conference in Knowledge Based and Intelligent Information
and Engineering Systems, {KES} 2015, Singapore, 7-9 September 2015},
pages = {537--546},
year = {2015},
crossref = {DBLP:conf/kes/2015},
url = {https://doi.org/10.1016/j.procs.2015.08.176},
doi = {10.1016/J.PROCS.2015.08.176},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
dblp_url = {https://dblp.org/rec/conf/kes/ChebelLG15.bib}
}

E. Devijver, “Finite mixture regression: a sparse variable selection by model selection for clustering.,” Electronic Journal of Statistics , 2015.
[Bibtex]

@article{devijver:hal-01060079,
title = {{Finite mixture regression: a sparse variable selection by model selection for clustering.}},
author = {Devijver, Emilie},
hal_url = {https://hal.science/hal-01060079},
note = {20 pages},
journal = {{Electronic Journal of Statistics }},
publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
year = {2015},
month = Dec,
keywords = {l1 regulariazed method. ; l1 regulariazed method ; Variable selection ; finite mixture regression ; non asymptotic penalized criterion},
pdf = {https://hal.science/hal-01060079/file/inegOracleProc.pdf},
hal_id = {hal-01060079}
}

B. B. A. Miranda, S. Caffiau, C. Garbay, and F. Portet, “Generating récit from sensor data: evaluation of a task model for story planning and preliminary experiments with GPS data,” in ENLG 2015 – proceedings of the 15th european workshop on natural language generation, 10-11 september 2015, university of brighton, brighton, UK, Brighton, United Kingdom, 2015, p. 86–89.
[Bibtex]

@inproceedings{DBLP:conf/enlg/MirandaCGP15,
author = {Bel{\'{e}}n A. Baez Miranda and
Sybille Caffiau and
Catherine Garbay and
Fran{\c{c}}ois Portet},
title = {Generating R{\'{e}}cit from Sensor Data: Evaluation of a Task Model
for Story Planning and Preliminary Experiments with {GPS} Data},
booktitle = {{ENLG} 2015 - Proceedings of the 15th European Workshop on Natural
Language Generation, 10-11 September 2015, University of Brighton,
Brighton, {UK}},
pages = {86--89},
year = {2015},
crossref = {DBLP:conf/enlg/2015},
url = {https://doi.org/10.18653/v1/w15-4714},
doi = {10.18653/V1/W15-4714},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/enlg/MirandaCGP15.bib},
hal_url = {https://hal.science/hal-01214978},
address = {Brighton, United Kingdom},
series = {Proc. 15th European Natural Language Generation workshop},
month = Sep,
hal_id = {hal-01214978}
}

S. H. Mirisaee, É. Gaussier, and A. Termier, “Improved local search for binary matrix factorization,” in Proceedings of the twenty-ninth AAAI conference on artificial intelligence, january 25-30, 2015, austin, texas, USA, Austin, United States, 2015, p. 1198–1204.
[Bibtex]

@inproceedings{DBLP:conf/aaai/MirisaeeGT15,
author = {Seyed Hamid Mirisaee and
{\'{E}}ric Gaussier and
Alexandre Termier},
title = {Improved Local Search for Binary Matrix Factorization},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1198--1204},
year = {2015},
crossref = {DBLP:conf/aaai/2015},
url = {https://doi.org/10.1609/aaai.v29i1.9361},
doi = {10.1609/AAAI.V29I1.9361},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/aaai/MirisaeeGT15.bib},
hal_url = {https://hal.science/hal-01178773},
address = {Austin, United States},
organization = {{AAAI}},
month = Jan,
keywords = {Binary Matrix Factorization ; Binary Quadratic Programming ; Local Search},
hal_id = {hal-01178773}
}

É. Gaussier, D. Glesser, V. Reis, and D. Trystram, “Improving backfilling by using machine learning to predict running times,” in Proceedings of the international conference for high performance computing, networking, storage and analysis, SC 2015, austin, tx, usa, november 15-20, 2015, Austin, TX, United States, 2015, p. 64:1–64:10.
[Bibtex]

@inproceedings{DBLP:conf/sc/GaussierGRT15,
author = {{\'{E}}ric Gaussier and
David Glesser and
Valentin Reis and
Denis Trystram},
title = {Improving backfilling by using machine learning to predict running
times},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2015, Austin, TX, USA, November
15-20, 2015},
pages = {64:1--64:10},
year = {2015},
crossref = {DBLP:conf/sc/2015},
url = {https://doi.org/10.1145/2807591.2807646},
doi = {10.1145/2807591.2807646},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/sc/GaussierGRT15.bib},
hal_url = {https://hal.science/hal-01221186},
address = {Austin, TX, United States},
month = Nov,
keywords = {High Performance Computing ; Running Time Estimation ; Scheduling ; Machine Learning},
pdf = {https://hal.science/hal-01221186/file/paper.pdf},
hal_id = {hal-01221186}
}

É. Gaussier and S. Calabretto, “Introduction,” Document numérique, vol. 18, iss. 2-3, p. 7–8, 2015.
[Bibtex]

@article{DBLP:journals/dn/GaussierC15,
author = {{\'{E}}ric Gaussier and
Sylvie Calabretto},
title = {Introduction},
journal = {Document Num{\'{e}}rique},
volume = {18},
number = {2-3},
pages = {7--8},
year = {2015},
url = {http://dn.revuesonline.com/article.jsp?articleId=34941},
timestamp = {Wed, 17 Feb 2016 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/dn/GaussierC15.bib}
}

M. Nicolae, É. Gaussier, A. Habrard, and M. Sebban, “Joint semi-supervised similarity learning for linear classification,” in Machine learning and knowledge discovery in databases – european conference, ECML PKDD 2015, porto, portugal, september 7-11, 2015, proceedings, part I, Porto, Portugal, 2015, p. 594–609.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/NicolaeGHS15,
author = {Maria-Irina Nicolae and
{\'{E}}ric Gaussier and
Amaury Habrard and
Marc Sebban},
title = {Joint Semi-supervised Similarity Learning for Linear Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {I}},
pages = {594--609},
year = {2015},
crossref = {DBLP:conf/pkdd/2015-1},
url = {https://doi.org/10.1007/978-3-319-23528-8\_37},
doi = {10.1007/978-3-319-23528-8\_37},
timestamp = {Mon, 30 Nov 2020 08:47:26 +0100},
dblp_url = {https://dblp.org/rec/conf/pkdd/NicolaeGHS15.bib},
hal_url = {https://hal.science/hal-01204642},
address = {Porto, Portugal},
month = Sep,
hal_id = {hal-01204642}
}

P. Goswami, M. Amini, and É. Gaussier, “Language-independent query representation for IR model parameter estimation on unlabeled collections,” in Proceedings of the 2015 international conference on the theory of information retrieval, ICTIR 2015, northampton, massachusetts, usa, september 27-30, 2015, Northampton, Massachusetts, United States, 2015, p. 121–130.
[Bibtex]

@inproceedings{DBLP:conf/ictir/GoswamiAG15,
author = {Parantapa Goswami and
Massih-Reza Amini and
{\'{E}}ric Gaussier},
title = {Language-independent Query Representation for {IR} Model Parameter
Estimation on Unlabeled Collections},
booktitle = {Proceedings of the 2015 International Conference on The Theory of
Information Retrieval, {ICTIR} 2015, Northampton, Massachusetts, USA,
September 27-30, 2015},
pages = {121--130},
year = {2015},
crossref = {DBLP:conf/ictir/2015},
url = {https://doi.org/10.1145/2808194.2809451},
doi = {10.1145/2808194.2809451},
timestamp = {Tue, 06 Nov 2018 11:07:20 +0100},
dblp_url = {https://dblp.org/rec/conf/ictir/GoswamiAG15.bib},
hal_url = {https://hal.science/hal-01236589},
address = {Northampton, Massachusetts, United States},
month = Sep,
keywords = {IR Theory ; Learning IR Parameters ; Transfer learning},
hal_id = {hal-01236589}
}

G. Balikas and M. Amini, “Learning language-independent sentence representations for multi-lingual, multi-document summarization,” in Conférence sur l’Apprentissage Automatique (CAp 2015), Lille, France, 2015.
[Bibtex]

@inproceedings{balikas:hal-01236592,
title = {{Learning language-independent sentence representations for multi-lingual, multi-document summarization}},
author = {Balikas, Georgios and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01236592},
booktitle = {{Conf{\'{e}}rence sur l'Apprentissage Automatique (CAp 2015)}},
address = {Lille, France},
year = {2015},
month = Jul,
keywords = {Multidocument text summarization ; representation learning},
hal_id = {hal-01236592}
}

A. Bouziri, C. Latiri, É. Gaussier, and Y. Belhareth, “Learning query expansion from association rules between terms,” in KDIR 2015 – proceedings of the international conference on knowledge discovery and information retrieval, part of the 7th international joint conference on knowledge discovery, knowledge engineering and knowledge management (IC3K 2015), volume 1, lisbon, portugal, november 12-14, 2015, 2015, p. 525–530.
[Bibtex]

@inproceedings{DBLP:conf/ic3k/BouziriLGB15,
author = {Ahlem Bouziri and
Chiraz Latiri and
{\'{E}}ric Gaussier and
Yassin Belhareth},
title = {Learning Query Expansion from Association Rules Between Terms},
booktitle = {{KDIR} 2015 - Proceedings of the International Conference on Knowledge
Discovery and Information Retrieval, part of the 7th International
Joint Conference on Knowledge Discovery, Knowledge Engineering and
Knowledge Management {(IC3K} 2015), Volume 1, Lisbon, Portugal, November
12-14, 2015},
pages = {525--530},
year = {2015},
crossref = {DBLP:conf/ic3k/2015kdir},
url = {https://doi.org/10.5220/0005642705250530},
doi = {10.5220/0005642705250530},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ic3k/BouziriLGB15.bib}
}

M. Amini and N. Usunier, Learning with partially labeled and interdependent data, Springer, Ed., Springer, 2015.
[Bibtex]

@book{DBLP:books/sp/AminiU15,
author = {Massih-Reza Amini and
Nicolas Usunier},
title = {Learning with Partially Labeled and Interdependent Data},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-15726-9},
doi = {10.1007/978-3-319-15726-9},
isbn = {978-3-319-15725-2},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/books/sp/AminiU15.bib},
hal_url = {https://hal.science/hal-01211215},
editor = {Springer},
month = May,
keywords = {Semi-supervised learning ; Learning with interdependent data ; learning to rank},
hal_id = {hal-01211215}
}

I. Partalas, A. Kosmopoulos, N. Baskiotis, T. Artières, G. Paliouras, É. Gaussier, I. Androutsopoulos, M. Amini, and P. Gallinari, “LSHTC: A benchmark for large-scale text classification,” Corr, vol. abs/1503.08581, 2015.
[Bibtex]

@article{DBLP:journals/corr/PartalasKBAPGAA15,
author = {Ioannis Partalas and
Aris Kosmopoulos and
Nicolas Baskiotis and
Thierry Arti{\`{e}}res and
George Paliouras and
{\'{E}}ric Gaussier and
Ion Androutsopoulos and
Massih-Reza Amini and
Patrick Gallinari},
title = {{LSHTC:} {A} Benchmark for Large-Scale Text Classification},
journal = {CoRR},
volume = {abs/1503.08581},
year = {2015},
url = {http://arxiv.org/abs/1503.08581},
eprinttype = {arXiv},
eprint = {1503.08581},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/PartalasKBAPGAA15.bib}
}

B. Joshi, M. Amini, I. Partalas, L. Ralaivola, N. Usunier, and G. Eric, “Multi-class to Binary reduction of Large-scale classification Problems,” in International Workshop on Big Multi-Target Prediction ECML/PKDD 2015, Poto, Portugal, 2015.
[Bibtex]

@inproceedings{joshi:hal-01294379,
title = {{Multi-class to Binary reduction of Large-scale classification Problems}},
author = {Joshi, Bikash and Amini, Massih-Reza and Partalas, Ioannis and Ralaivola, Liva and Usunier, Nicolas and Eric, Gaussier},
hal_url = {https://hal.science/hal-01294379},
booktitle = {{International Workshop on Big Multi-Target Prediction ECML/PKDD 2015}},
address = {Poto, Portugal},
year = {2015},
month = Sep,
keywords = {Large scale multiclass classification ; reduction},
hal_id = {hal-01294379}
}

M. Chebel, C. Latiri, and É. Gaussier, “Multilingual documents clustering based on closed concepts mining,” in Database and expert systems applications – 26th international conference, DEXA 2015, valencia, spain, september 1-4, 2015, proceedings, part I, 2015, p. 517–524.
[Bibtex]

@inproceedings{DBLP:conf/dexa/ChebelLG15,
author = {Mohamed Chebel and
Chiraz Latiri and
{\'{E}}ric Gaussier},
title = {Multilingual Documents Clustering Based on Closed Concepts Mining},
booktitle = {Database and Expert Systems Applications - 26th International Conference,
{DEXA} 2015, Valencia, Spain, September 1-4, 2015, Proceedings, Part
{I}},
pages = {517--524},
year = {2015},
crossref = {DBLP:conf/dexa/2015-1},
url = {https://doi.org/10.1007/978-3-319-22849-5\_36},
doi = {10.1007/978-3-319-22849-5\_36},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
dblp_url = {https://dblp.org/rec/conf/dexa/ChebelLG15.bib}
}

C. Do, A. Douzal-Chouakria, S. Marié, and M. Rombaut, “Multiple metric learning for large margin knn classification of time series,” in 23rd european signal processing conference, EUSIPCO 2015, nice, france, august 31 – september 4, 2015, Nice, France, 2015, p. 2346–2350.
[Bibtex]

@inproceedings{DBLP:conf/eusipco/DoCMR15,
author = {Cao-Tri Do and
Ahlame Douzal-Chouakria and
Sylvain Mari{\'{e}} and
Mich{\`{e}}le Rombaut},
title = {Multiple metric learning for large margin kNN classification of time
series},
booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice,
France, August 31 - September 4, 2015},
pages = {2346--2350},
year = {2015},
crossref = {DBLP:conf/eusipco/2015},
url = {https://doi.org/10.1109/EUSIPCO.2015.7362804},
doi = {10.1109/EUSIPCO.2015.7362804},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
dblp_url = {https://dblp.org/rec/conf/eusipco/DoCMR15.bib},
hal_url = {https://hal.science/hal-01202045},
address = {Nice, France},
month = Aug,
keywords = {Index Terms- Multiple metric learning ; Classification ; Time series ; kNN},
pdf = {https://hal.science/hal-01202045/file/Do%20et%20al.%20-%202015%20-%20Multiple%20Metric%20Learning%20for%20large%20margin%20kNN%20Classification%20of%20time%20series.pdf},
hal_id = {hal-01202045}
}

B. Joshi, M. Amini, I. Partalas, L. Ralaivola, N. Usunier, and É. Gaussier, “On binary reduction of large-scale multiclass classification problems,” in Advances in intelligent data analysis XIV – 14th international symposium, IDA 2015, saint etienne, france, october 22-24, 2015, proceedings, Saint-Etienne, France, 2015, p. 132–144.
[Bibtex]

@inproceedings{DBLP:conf/ida/JoshiAPRUG15,
author = {Bikash Joshi and
Massih-Reza Amini and
Ioannis Partalas and
Liva Ralaivola and
Nicolas Usunier and
{\'{E}}ric Gaussier},
title = {On Binary Reduction of Large-Scale Multiclass Classification Problems},
booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
{IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
pages = {132--144},
year = {2015},
crossref = {DBLP:conf/ida/2015},
url = {https://doi.org/10.1007/978-3-319-24465-5\_12},
doi = {10.1007/978-3-319-24465-5\_12},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ida/JoshiAPRUG15.bib},
hal_url = {https://hal.science/hal-01236588},
address = {Saint-Etienne, France},
month = Oct,
keywords = {multiclass classification},
hal_id = {hal-01236588}
}

M. Gallopin and E. Devijver, “Optimal Block Diagonal Covariance Matrices in Large Scale Gaussian Graphical Models,” in StatMathAppli 2015, Fréjus, France, 2015.
[Bibtex]

@inproceedings{gallopin:hal-01256226,
title = {{Optimal Block Diagonal Covariance Matrices in Large Scale Gaussian Graphical Models}},
author = {Gallopin, M{\'{e}}lina and Devijver, Emilie},
hal_url = {https://inria.hal.science/hal-01256226},
booktitle = {{StatMathAppli 2015}},
address = {Fr{\'{e}}jus, France},
year = {2015},
month = Aug,
hal_id = {hal-01256226}
}

S. Soheily-Khah, A. Douzal-Chouakria, and É. Gaussier, “Progressive and iterative approaches for time series averaging,” in Proceedings of the 1st international workshop on advanced analytics and learning on temporal data, AALTD 2015, co-located with the european conference on machine learning and principles and practice of knowledge discovery in databases (ECML PKDD 2015), porto, portugal, september 11, 2015, Porto, Portugal, 2015.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/Soheily-KhahCG15,
author = {Saeid Soheily-Khah and
Ahlame Douzal-Chouakria and
{\'{E}}ric Gaussier},
title = {Progressive and Iterative Approaches for Time Series Averaging},
booktitle = {Proceedings of the 1st International Workshop on Advanced Analytics
and Learning on Temporal Data, {AALTD} 2015, co-located with The European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases {(ECML} {PKDD} 2015), Porto, Portugal, September
11, 2015},
year = {2015},
crossref = {DBLP:conf/pkdd/2015aaltd},
url = {https://ceur-ws.org/Vol-1425/paper17.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/pkdd/Soheily-KhahCG15.bib},
hal_url = {https://hal.science/hal-01208451},
address = {Porto, Portugal},
month = Sep,
hal_id = {hal-01208451}
}

S. Kleisarchaki, S. Amer-Yahia, A. Douzal-Chouakria, and V. Christophides, “Querying temporal drifts at multiple granularities,” in Proceedings of the 24th ACM international conference on information and knowledge management, CIKM 2015, melbourne, vic, australia, october 19 – 23, 2015, Melbourne, Australia, 2015, p. 1531–1540.
[Bibtex]

@inproceedings{DBLP:conf/cikm/KleisarchakiACC15,
author = {Sofia Kleisarchaki and
Sihem Amer-Yahia and
Ahlame Douzal-Chouakria and
Vassilis Christophides},
title = {Querying Temporal Drifts at Multiple Granularities},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1531--1540},
year = {2015},
crossref = {DBLP:conf/cikm/2015},
url = {https://doi.org/10.1145/2806416.2806436},
doi = {10.1145/2806416.2806436},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
dblp_url = {https://dblp.org/rec/conf/cikm/KleisarchakiACC15.bib},
hal_url = {https://hal.science/hal-01208397},
address = {Melbourne, Australia},
month = Oct,
keywords = {temporal drift detection ; Quering ; index trees ; Multiple granularities},
hal_id = {hal-01208397}
}

S. H. Mirisaee, A. Douzal-Chouakria, and A. Termier, “Selecting representative instances from datasets,” in 2015 IEEE international conference on data science and advanced analytics, DSAA 2015, campus des cordeliers, paris, france, october 19-21, 2015, Paris, France, 2015, p. 1–10.
[Bibtex]

@inproceedings{DBLP:conf/dsaa/MirisaeeDT15,
author = {Seyed Hamid Mirisaee and
Ahlame Douzal-Chouakria and
Alexandre Termier},
title = {Selecting representative instances from datasets},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
year = {2015},
crossref = {DBLP:conf/dsaa/2015},
url = {https://doi.org/10.1109/DSAA.2015.7344812},
doi = {10.1109/DSAA.2015.7344812},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
dblp_url = {https://dblp.org/rec/conf/dsaa/MirisaeeDT15.bib},
hal_url = {https://hal.science/hal-01191805},
address = {Paris, France},
month = Oct,
hal_id = {hal-01191805}
}

M. de Brito, L. Thévin, C. Garbay, O. Boissier, and J. F. Hübner, “Situated artificial institution to support advanced regulation in the field of crisis management,” in Advances in practical applications of agents, multi-agent systems, and sustainability: the PAAMS collection – 13th international conference, PAAMS 2015, salamanca, spain, june 3-4, 2015, proceedings, 2015, p. 66–79.
[Bibtex]

@inproceedings{DBLP:conf/paams/BritoTGBH15,
author = {Maiquel de Brito and
Lauren Th{\'{e}}vin and
Catherine Garbay and
Olivier Boissier and
Jomi Fred H{\"{u}}bner},
title = {Situated Artificial Institution to Support Advanced Regulation in
the Field of Crisis Management},
booktitle = {Advances in Practical Applications of Agents, Multi-Agent Systems,
and Sustainability: The {PAAMS} Collection - 13th International Conference,
{PAAMS} 2015, Salamanca, Spain, June 3-4, 2015, Proceedings},
pages = {66--79},
year = {2015},
crossref = {DBLP:conf/paams/2015},
url = {https://doi.org/10.1007/978-3-319-18944-4\_6},
doi = {10.1007/978-3-319-18944-4\_6},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/paams/BritoTGBH15.bib},
hal_url = {https://hal-emse.ccsd.cnrs.fr/emse-01155106},
editor = {Yves Demazeau and Keith S. Decker and Javier Bajo P{\'{e}}rez and Fernando de la Prieta},
publisher = {{Springer}},
series = {13th International Conference, PAAMS 2015, Salamanca, Spain, June 3-4, 2015, Proceedings},
volume = {9086},
month = May,
hal_id = {emse-01155106}
}

M. de Brito, L. Thévin, C. Garbay, O. Boissier, and J. F. Hübner, “Situated regulation on a crisis management collaboration platform,” in Advances in practical applications of agents, multi-agent systems, and sustainability: the PAAMS collection – 13th international conference, PAAMS 2015, salamanca, spain, june 3-4, 2015, proceedings, 2015, p. 267–270.
[Bibtex]

@inproceedings{DBLP:conf/paams/BritoTGBH15a,
author = {Maiquel de Brito and
Lauren Th{\'{e}}vin and
Catherine Garbay and
Olivier Boissier and
Jomi Fred H{\"{u}}bner},
title = {Situated Regulation on a Crisis Management Collaboration Platform},
booktitle = {Advances in Practical Applications of Agents, Multi-Agent Systems,
and Sustainability: The {PAAMS} Collection - 13th International Conference,
{PAAMS} 2015, Salamanca, Spain, June 3-4, 2015, Proceedings},
pages = {267--270},
year = {2015},
crossref = {DBLP:conf/paams/2015},
url = {https://doi.org/10.1007/978-3-319-18944-4\_24},
doi = {10.1007/978-3-319-18944-4\_24},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/paams/BritoTGBH15a.bib},
hal_url = {https://hal-emse.ccsd.cnrs.fr/emse-01155116},
editor = {Yves Demazeau and Keith S. Decker and Javier Bajo P{\'{e}}rez and Fernando de la Prieta},
publisher = {{Springer}},
series = {13th International Conference, PAAMS 2015, Salamanca, Spain, June 3-4, 2015, Proceedings},
volume = {9086},
month = May,
hal_id = {emse-01155116}
}

Q. Labourey, D. Pellerin, M. Rombaut, O. Aycard, and C. Garbay, “Sound classification in indoor environment thanks to belief functions,” in 23rd european signal processing conference, EUSIPCO 2015, nice, france, august 31 – september 4, 2015, Nice, France, 2015, p. 2286–2290.
[Bibtex]

@inproceedings{DBLP:conf/eusipco/LaboureyPRAG15,
author = {Quentin Labourey and
Denis Pellerin and
Mich{\`{e}}le Rombaut and
Olivier Aycard and
Catherine Garbay},
title = {Sound classification in indoor environment thanks to belief functions},
booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice,
France, August 31 - September 4, 2015},
pages = {2286--2290},
year = {2015},
crossref = {DBLP:conf/eusipco/2015},
url = {https://doi.org/10.1109/EUSIPCO.2015.7362792},
doi = {10.1109/EUSIPCO.2015.7362792},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
dblp_url = {https://dblp.org/rec/conf/eusipco/LaboureyPRAG15.bib},
hal_url = {https://hal.science/hal-01199193},
address = {Nice, France},
month = Aug,
keywords = {Belief functions ; Indoor sounds ; Features selection ; Reject class ; Index Terms- Sound classification},
pdf = {https://hal.science/hal-01199193/file/PID3770145.pdf},
hal_id = {hal-01199193}
}

S. Moura, I. Partalas, and M. Amini, “Sparsification of Linear Models for Large-Scale Text Classification,” in Conférence sur l’APprentissage automatique (CAp 2015), Lille, France, 2015.
[Bibtex]

@inproceedings{moura:hal-01236591,
title = {{Sparsification of Linear Models for Large-Scale Text Classification}},
author = {Moura, Simon and Partalas, Ioannis and Amini, Massih-Reza},
hal_url = {https://hal.science/hal-01236591},
booktitle = {{Conf{\'{e}}rence sur l'APprentissage automatique (CAp 2015)}},
address = {Lille, France},
year = {2015},
month = Jul,
keywords = {large-scale text classification ; sparsification ; feature selection},
hal_id = {hal-01236591}
}

P. Goswami, M. Amini, and É. Gaussier, “Study of heuristic IR constraints under function discovery framework,” in Proceedings of the 2015 international conference on the theory of information retrieval, ICTIR 2015, northampton, massachusetts, usa, september 27-30, 2015, Northampton, Massachusetts, United States, 2015, p. 365–368.
[Bibtex]

@inproceedings{DBLP:conf/ictir/GoswamiAG15a,
author = {Parantapa Goswami and
Massih-Reza Amini and
{\'{E}}ric Gaussier},
title = {Study of Heuristic {IR} Constraints Under Function Discovery Framework},
booktitle = {Proceedings of the 2015 International Conference on The Theory of
Information Retrieval, {ICTIR} 2015, Northampton, Massachusetts, USA,
September 27-30, 2015},
pages = {365--368},
year = {2015},
crossref = {DBLP:conf/ictir/2015},
url = {https://doi.org/10.1145/2808194.2809479},
doi = {10.1145/2808194.2809479},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/ictir/GoswamiAG15a.bib},
hal_url = {https://hal.science/hal-01236590},
address = {Northampton, Massachusetts, United States},
month = Sep,
keywords = {IR Theory ; Function Discovery ; Heuristic IR Constraints},
hal_id = {hal-01236590}
}

M. P. Kuznetsov, M. Clausel, M. Amini, É. Gaussier, and V. V. Strijov, “Supervised topic classification for modeling a hierarchical conference structure,” in Neural information processing – 22nd international conference, ICONIP 2015, istanbul, turkey, november 9-12, 2015, proceedings, part I, Istanbul, Turkey, 2015, p. 90–97.
[Bibtex]

@inproceedings{DBLP:conf/iconip/KuznetsovCAGS15,
author = {Mikhail P. Kuznetsov and
Marianne Clausel and
Massih-Reza Amini and
{\'{E}}ric Gaussier and
Vadim V. Strijov},
title = {Supervised Topic Classification for Modeling a Hierarchical Conference
Structure},
booktitle = {Neural Information Processing - 22nd International Conference, {ICONIP}
2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {I}},
pages = {90--97},
year = {2015},
crossref = {DBLP:conf/iconip/2015-1},
url = {https://doi.org/10.1007/978-3-319-26532-2\_11},
doi = {10.1007/978-3-319-26532-2\_11},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/iconip/KuznetsovCAGS15.bib},
hal_url = {https://hal.science/hal-01236585},
address = {Istanbul, Turkey},
editor = {Sabri Arik and Tingwen Huang and Weng Kin Lai and Qingshan Liu},
publisher = {{Springer}},
series = {Lecture Notes in Computer Science},
volume = {9489},
number = {Part I},
month = Nov,
keywords = {hierarchical topic model ; labeled classification ; probabilistic latent semantic analysis ; EM approach},
hal_id = {hal-01236585}
}

C. Do, A. Douzal-Chouakria, S. Marié, and M. Rombaut, “Temporal and frequential metric learning for time series knn classification,” in Proceedings of the 1st international workshop on advanced analytics and learning on temporal data, AALTD 2015, co-located with the european conference on machine learning and principles and practice of knowledge discovery in databases (ECML PKDD 2015), porto, portugal, september 11, 2015, Porto, Portugal, 2015.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/DoCMR15,
author = {Cao-Tri Do and
Ahlame Douzal-Chouakria and
Sylvain Mari{\'{e}} and
Mich{\`{e}}le Rombaut},
title = {Temporal and Frequential Metric Learning for Time Series kNN Classification},
booktitle = {Proceedings of the 1st International Workshop on Advanced Analytics
and Learning on Temporal Data, {AALTD} 2015, co-located with The European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases {(ECML} {PKDD} 2015), Porto, Portugal, September
11, 2015},
year = {2015},
crossref = {DBLP:conf/pkdd/2015aaltd},
url = {https://ceur-ws.org/Vol-1425/paper6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/pkdd/DoCMR15.bib},
hal_url = {https://hal.science/hal-01208429},
address = {Porto, Portugal},
month = Sep,
hal_id = {hal-01208429}
}

K. Basu, V. Debusschere, A. Douzal-Chouakria, and S. Bacha, “Time series distance-based methods for non-intrusive load monitoring in residential buildings,” Energy and Buildings, vol. 96, iss. 109–117, 2015.
[Bibtex]

@article{basu:hal-01208468,
title = {{Time series distance-based methods for non-intrusive load monitoring in residential buildings}},
author = {Basu, Kaustav and Debusschere, Vincent and Douzal-Chouakria, Ahlame and Bacha, Seddik},
hal_url = {https://hal.science/hal-01208468},
journal = {{Energy and Buildings}},
publisher = {{Elsevier}},
volume = {96},
number = {109--117},
year = {2015},
month = Mar,
keywords = {Load monitoring ; time series ; dynamic time warping ; data mining ; smart meter ; smart buildings},
hal_id = {hal-01208468}
}

B. A. Baez Miranda, S. Caffiau, C. Garbay, and F. Portet, “Towards a computational generation of récit: evaluating the perception of the récit plan,” in 1st international Workshop on Data to Text Generation (D2T), Ediburgh, United Kingdom, 2015.
[Bibtex]

@inproceedings{abaezmiranda:hal-01214982,
title = {{Towards a computational generation of r{\'{e}}cit: evaluating the perception of the r{\'{e}}cit plan}},
author = {A. Baez Miranda, Bel{\'{e}}n and Caffiau, Sybille and Garbay, Catherine and Portet, Fran{\c{c}}ois},
hal_url = {https://hal.science/hal-01214982},
booktitle = {{1st international Workshop on Data to Text Generation (D2T)}},
address = {Ediburgh, United Kingdom},
series = {Proc. 1st international Workshop on Data to Text Generation (D2T)},
year = {2015},
month = Mar,
hal_id = {hal-01214982}
}

A. Goyal, G. Balikas, P. Goswami, M. Amini, and E. Gaussier, “Transfer Learning for IR Model Parameter Tuning,” in Conférence sur l’Apprentissage Automatique (CAp 2015), Lille, France, 2015.
[Bibtex]

@inproceedings{goyal:hal-01236593,
title = {{Transfer Learning for IR Model Parameter Tuning}},
author = {Goyal, Anil and Balikas, Georgios and Goswami, Parantapa and Amini, Massih-Reza and Gaussier, Eric},
hal_url = {https://hal.science/hal-01236593},
booktitle = {{Conf{\'{e}}rence sur l'Apprentissage Automatique (CAp 2015)}},
address = {Lille, France},
year = {2015},
month = Jul,
keywords = {Transfer Learning},
hal_id = {hal-01236593}
}

L. Thévin, F. Badeig, J. Dugdale, O. Boissier, and C. Garbay, “Un système multi-agent normatif hybride pour l’interaction mixte,” Rev. d’intelligence artif., vol. 29, iss. 3-4, p. 453–482, 2015.
[Bibtex]

@article{DBLP:journals/ria/ThevinBDBG15,
author = {Lauren Th{\'{e}}vin and
Fabien Badeig and
Julie Dugdale and
Olivier Boissier and
Catherine Garbay},
title = {Un syst{\`{e}}me multi-agent normatif hybride pour l'interaction mixte},
journal = {Rev. d'Intelligence Artif.},
volume = {29},
number = {3-4},
pages = {453--482},
year = {2015},
url = {https://doi.org/10.3166/ria.29.453-482},
doi = {10.3166/RIA.29.453-482},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/ria/ThevinBDBG15.bib},
hal_url = {https://hal.science/hal-01214790},
publisher = {{Lavoisier}},
series = {Derni{\`{e}}res avanc{\'{e}}es en intelligence artificielle},
keywords = {interaction tangible ; syst{\`{e}}me multi-agent ; normes ; gestion de crises},
hal_id = {hal-01214790}
}

E. Devijver and M. Gallopin, “Block-diagonal covariance selection for high-dimensional gaussian graphical models,” Corr, vol. abs/1511.04033, pp. 1-9, 2015.
[Bibtex]

@article{DBLP:journals/corr/DevijverG15,
author = {Emilie Devijver and
M{\'{e}}lina Gallopin},
title = {Block-diagonal covariance selection for high-dimensional Gaussian
graphical models},
journal = {CoRR},
volume = {abs/1511.04033},
year = {2015},
url = {http://arxiv.org/abs/1511.04033},
eprinttype = {arXiv},
eprint = {1511.04033},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/DevijverG15.bib},
hal_url = {https://inria.hal.science/hal-01227608},
publisher = {{Taylor \& Francis}},
pages = {1 - 9},
month = Dec,
doi = {10.1080/01621459.2016.1247002},
keywords = {graphical lasso ; Network inference ; variable selection ; non-asymptotic model selection ; slope heuristic ; Adaptive minimax theory},
pdf = {https://inria.hal.science/hal-01227608/file/draft_EDMG_halinria.pdf},
hal_id = {hal-01227608}
}

M. de Brito, L. Thévin, C. Garbay, O. Boissier, and J. Hübner, “Institution artificielle située pour porter la régulation dans le domaine de la gestion de crise,” in Environnements socio-techniques – JFSMA 15 – vingt-troisièmes journées francophones sur les systèmes multi-agents, rennes, france, june 30th-july 1st, 2015, Rennes, France, 2015, p. 133–142.
[Bibtex]

@inproceedings{DBLP:conf/jfsma/BritoTGBH15,
author = {Maiquel de Brito and
Lauren Th{\'{e}}vin and
Catherine Garbay and
Olivier Boissier and
Jomi H{\"{u}}bner},
title = {Institution artificielle situ{\'{e}}e pour porter la r{\'{e}}gulation
dans le domaine de la gestion de crise},
booktitle = {Environnements socio-techniques - {JFSMA} 15 - Vingt-troisi{\`{e}}mes
Journ{\'{e}}es Francophones sur les Syst{\`{e}}mes Multi-Agents, Rennes,
France, June 30th-July 1st, 2015},
pages = {133--142},
year = {2015},
crossref = {DBLP:conf/jfsma/2015},
timestamp = {Tue, 29 Sep 2015 19:35:57 +0200},
dblp_url = {https://dblp.org/rec/conf/jfsma/BritoTGBH15.bib},
hal_url = {https://hal.science/hal-01163020},
address = {Rennes, France},
editor = {Vercouter and Laurent and Picard and Gauthier},
publisher = {{C{\'{e}}padu{\`{e}}s}},
month = Jun,
hal_id = {hal-01163020}
}

2014

B. Vettier and C. Garbay, “Abductive agents for human activity monitoring,” Int. j. artif. intell. tools, vol. 23, iss. 1, 2014.
[Bibtex]

@article{DBLP:journals/ijait/VettierG14,
author = {Beno{\^{\i}}t Vettier and
Catherine Garbay},
title = {Abductive Agents for Human Activity Monitoring},
journal = {Int. J. Artif. Intell. Tools},
volume = {23},
number = {1},
year = {2014},
url = {https://doi.org/10.1142/S0218213014400028},
doi = {10.1142/S0218213014400028},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/ijait/VettierG14.bib},
hal_url = {https://hal.science/hal-01214797},
publisher = {{World Scientific Publishing}},
series = {New Perspectives on the Use of Agents in Health Care},
keywords = {activities of daily life ; Multi-Agent systems ; health monitoring ; uncertainty ; abductive reasoning ; hybrid systems ; physiology ; activities of daily life.},
hal_id = {hal-01214797}
}

F. Kawala, É. Gaussier, A. Douzal-Chouakria, and E. Diemert, “Apprentissage d’ordonnancement et influence de l’ambiguïté pour la prédiction d’activité sur les réseaux sociaux,” in CORIA 2014 – conférence en recherche d’infomations et applications- 11th french information retrieval conference. CIFED 2014 colloque international francophone sur l’ecrit et le document, nancy, france, march 19-23, 2014, Nancy, France, France, 2014, p. 337–351.
[Bibtex]

@inproceedings{DBLP:conf/coria/KawalaGDD14,
author = {Fran{\c{c}}ois Kawala and
{\'{E}}ric Gaussier and
Ahlame Douzal-Chouakria and
Eustache Diemert},
title = {Apprentissage d'ordonnancement et influence de l'ambigu{\"{\i}}t{\'{e}}
pour la pr{\'{e}}diction d'activit{\'{e}} sur les r{\'{e}}seaux sociaux},
booktitle = {{CORIA} 2014 - Conf{\'{e}}rence en Recherche d'Infomations et Applications-
11th French Information Retrieval Conference. {CIFED} 2014 Colloque
International Francophone sur l'Ecrit et le Document, Nancy, France,
March 19-23, 2014},
pages = {337--351},
year = {2014},
crossref = {DBLP:conf/coria/2014},
url = {https://doi.org/10.24348/sdnri.2014.CORIA-24},
doi = {10.24348/SDNRI.2014.CORIA-24},
timestamp = {Mon, 08 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/coria/KawalaGDD14.bib},
hal_url = {https://hal.science/hal-00946968},
address = {Nancy, France, France},
month = Mar,
keywords = {social media ; keyword activity ranking ; learning to rank},
hal_id = {hal-00946968}
}

A. E. Mahdaouy, S. E. A. Ouatik, and É. Gaussier, “A study of association measures and their combination for arabic MWT extraction,” Corr, vol. abs/1409.3005, 2014.
[Bibtex]

@article{DBLP:journals/corr/MahdaouyOG14,
author = {Abdelkader El Mahdaouy and
Sa{\"{\i}}d El Alaoui Ouatik and
{\'{E}}ric Gaussier},
title = {A Study of Association Measures and their Combination for Arabic {MWT}
Extraction},
journal = {CoRR},
volume = {abs/1409.3005},
year = {2014},
url = {http://arxiv.org/abs/1409.3005},
eprinttype = {arXiv},
eprint = {1409.3005},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/MahdaouyOG14.bib}
}

B. B. A. Miranda, S. Caffiau, C. Garbay, and F. Portet, “A task based model for récit generation from sensor data: an early experiment,” in 2014 workshop on computational models of narrative, CMN 2014, july 31 – august 2, 2014, quebec city, canada, 2014, p. 13–23.
[Bibtex]

@inproceedings{DBLP:conf/cmn/MirandaCGP14,
author = {Bel{\'{e}}n A. Baez Miranda and
Sybille Caffiau and
Catherine Garbay and
Fran{\c{c}}ois Portet},
title = {A Task Based model for R{\'{e}}cit Generation from Sensor Data: An
Early Experiment},
booktitle = {2014 Workshop on Computational Models of Narrative, {CMN} 2014, July
31 - August 2, 2014, Quebec City, Canada},
pages = {13--23},
year = {2014},
crossref = {DBLP:conf/cmn/2014},
url = {https://doi.org/10.4230/OASIcs.CMN.2014.13},
doi = {10.4230/OASICS.CMN.2014.13},
timestamp = {Tue, 15 Feb 2022 09:40:03 +0100},
dblp_url = {https://dblp.org/rec/conf/cmn/MirandaCGP14.bib}
}

Q. Labourey, O. Aycard, D. Pellerin, and M. Rombaut, “Audiovisual data fusion for successive speakers tracking,” in VISAPP 2014 – proceedings of the 9th international conference on computer vision theory and applications, volume 1, lisbon, portugal, 5-8 january, 2014, Lisbonne, Portugal, 2014, p. 696–701.
[Bibtex]

@inproceedings{DBLP:conf/visapp/LaboureyAPR14,
author = {Quentin Labourey and
Olivier Aycard and
Denis Pellerin and
Mich{\`{e}}le Rombaut},
title = {Audiovisual Data Fusion for Successive Speakers Tracking},
booktitle = {{VISAPP} 2014 - Proceedings of the 9th International Conference on
Computer Vision Theory and Applications, Volume 1, Lisbon, Portugal,
5-8 January, 2014},
pages = {696--701},
year = {2014},
crossref = {DBLP:conf/visapp/2014-1},
url = {https://doi.org/10.5220/0004852506960701},
doi = {10.5220/0004852506960701},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/visapp/LaboureyAPR14.bib},
hal_url = {https://hal.science/hal-00935636},
address = {Lisbonne, Portugal},
month = Jan,
pdf = {https://hal.science/hal-00935636/file/LABOUREY_VISAPP_2014.pdf},
hal_id = {hal-00935636}
}

L. Cao, T. Joachims, C. Wang, É. Gaussier, J. Li, Y. Ou, D. Luo, R. Zafarani, H. Liu, G. Xu, Z. Wu, G. Pasi, Y. Zhang, X. Yang, H. Zha, E. Serra, and V. S. Subrahmanian, “Behavior informatics: A new perspective,” IEEE intell. syst., vol. 29, iss. 4, p. 62–80, 2014.
[Bibtex]

@article{DBLP:journals/expert/CaoJWGLOLZLXWPZYZSS14,
author = {Longbing Cao and
Thorsten Joachims and
Can Wang and
{\'{E}}ric Gaussier and
Jinjiu Li and
Yuming Ou and
Dan Luo and
Reza Zafarani and
Huan Liu and
Guandong Xu and
Zhiang Wu and
Gabriella Pasi and
Ya Zhang and
Xiaokang Yang and
Hongyuan Zha and
Edoardo Serra and
V. S. Subrahmanian},
title = {Behavior Informatics: {A} New Perspective},
journal = {{IEEE} Intell. Syst.},
volume = {29},
number = {4},
pages = {62--80},
year = {2014},
url = {https://doi.org/10.1109/MIS.2014.60},
doi = {10.1109/MIS.2014.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/expert/CaoJWGLOLZLXWPZYZSS14.bib}
}

E. Gaussier and D. Trystram, “Big Data et partitionment de documents,” in TangenteSup, issue spéciale sur le Partage des ressources, Unknown, France, 2014, pp. 64-67.
[Bibtex]

@inproceedings{gaussier:hal-01230297,
title = {{Big Data et partitionment de documents}},
author = {Gaussier, Eric and Trystram, Denis},
hal_url = {https://hal.science/hal-01230297},
booktitle = {{TangenteSup, issue sp{\'{e}}ciale sur le Partage des ressources}},
address = {Unknown, France},
volume = {77-78},
pages = {64-67},
year = {2014},
hal_id = {hal-01230297}
}

J. Mothe, Y. Pitarch, and É. Gaussier, “Big data, le cas des systèmes d’information,” Ingénierie des systèmes d inf., vol. 19, iss. 3, p. 9–48, 2014.
[Bibtex]

@article{DBLP:journals/isi/MothePG14,
author = {Josiane Mothe and
Yoann Pitarch and
{\'{E}}ric Gaussier},
title = {Big data, le cas des syst{\`{e}}mes d'information},
journal = {Ing{\'{e}}nierie des Syst{\`{e}}mes d Inf.},
volume = {19},
number = {3},
pages = {9--48},
year = {2014},
url = {https://doi.org/10.3166/isi.19.3.9-48},
doi = {10.3166/ISI.19.3.9-48},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/isi/MothePG14.bib},
hal_url = {https://hal.science/hal-01071750},
publisher = {{Lavoisier}},
hal_id = {hal-01071750}
}

B. Vettier and C. Garbay, “Domain-dependent and observer-dependent follow-up of human activity – A normative multi-agent approach,” in ICAART 2014 – proceedings of the 6th international conference on agents and artificial intelligence, volume 1, eseo, angers, loire valley, france, 6-8 march, 2014, France, 2014, p. 673–678.
[Bibtex]

@inproceedings{DBLP:conf/icaart/VettierG14,
author = {Beno{\^{\i}}t Vettier and
Catherine Garbay},
title = {Domain-dependent and Observer-dependent Follow-up of Human Activity
- {A} Normative Multi-agent Approach},
booktitle = {{ICAART} 2014 - Proceedings of the 6th International Conference on
Agents and Artificial Intelligence, Volume 1, ESEO, Angers, Loire
Valley, France, 6-8 March, 2014},
pages = {673--678},
year = {2014},
crossref = {DBLP:conf/icaart/2014-1},
url = {https://doi.org/10.5220/0004918106730678},
doi = {10.5220/0004918106730678},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/icaart/VettierG14.bib},
hal_url = {https://hal.science/hal-00948060},
address = {France},
volume = {Volume 2 - Agents},
month = Mar,
keywords = {Cognitive Systems ; Ambient Intelligence ; Agent Models and Architectures ; Normative Multi-Agent Systems},
hal_id = {hal-00948060}
}

A. E. Mahdaouy, É. Gaussier, and S. E. A. Ouatik, “Exploring term proximity statistic for arabic information retrieval,” in Third IEEE international colloquium in information science and technology, CIST 2014, tetouan, morocco, october 20-22, 2014, 2014, p. 272–277.
[Bibtex]

@inproceedings{DBLP:conf/cist/MahdaouyGA14,
author = {Abdelkader El Mahdaouy and
{\'{E}}ric Gaussier and
Sa{\"{\i}}d El Alaoui Ouatik},
title = {Exploring term proximity statistic for Arabic information retrieval},
booktitle = {Third {IEEE} International Colloquium in Information Science and Technology,
{CIST} 2014, Tetouan, Morocco, October 20-22, 2014},
pages = {272--277},
year = {2014},
crossref = {DBLP:conf/cist/2014},
url = {https://doi.org/10.1109/CIST.2014.7016631},
doi = {10.1109/CIST.2014.7016631},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/cist/MahdaouyGA14.bib}
}

P. Goswami, S. Moura, É. Gaussier, M. Amini, and F. Maes, “Exploring the space of IR functions,” in Advances in information retrieval – 36th european conference on IR research, ECIR 2014, amsterdam, the netherlands, april 13-16, 2014. proceedings, Amsterdam, Netherlands, 2014, p. 372–384.
[Bibtex]

@inproceedings{DBLP:conf/ecir/GoswamiMGAM14,
author = {Parantapa Goswami and
Simon Moura and
{\'{E}}ric Gaussier and
Massih-Reza Amini and
Francis Maes},
title = {Exploring the Space of {IR} Functions},
booktitle = {Advances in Information Retrieval - 36th European Conference on {IR}
Research, {ECIR} 2014, Amsterdam, The Netherlands, April 13-16, 2014.
Proceedings},
pages = {372--384},
year = {2014},
crossref = {DBLP:conf/ecir/2014},
url = {https://doi.org/10.1007/978-3-319-06028-6\_31},
doi = {10.1007/978-3-319-06028-6\_31},
timestamp = {Tue, 21 Mar 2023 20:52:33 +0100},
dblp_url = {https://dblp.org/rec/conf/ecir/GoswamiMGAM14.bib},
hal_url = {https://hal.science/hal-01118844},
address = {Amsterdam, Netherlands},
month = Apr,
keywords = {Automatic Discovery ; IR Theory ; Function Generation},
pdf = {https://hal.science/hal-01118844/file/ECIR2014.pdf},
hal_id = {hal-01118844}
}

R. O. C. García, T. Vu, and O. Aycard, “Fusion at detection level for frontal object perception,” in 2014 IEEE intelligent vehicles symposium proceedings, dearborn, mi, usa, june 8-11, 2014, Dearborn, Michigan, United States, 2014, p. 1225–1230.
[Bibtex]

@inproceedings{DBLP:conf/ivs/GarciaVA14,
author = {Ricardo Omar Ch{\'{a}}vez Garc{\'{\i}}a and
Trung-Dung Vu and
Olivier Aycard},
title = {Fusion at detection level for frontal object perception},
booktitle = {2014 {IEEE} Intelligent Vehicles Symposium Proceedings, Dearborn,
MI, USA, June 8-11, 2014},
pages = {1225--1230},
year = {2014},
crossref = {DBLP:conf/ivs/2014},
url = {https://doi.org/10.1109/IVS.2014.6856555},
doi = {10.1109/IVS.2014.6856555},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ivs/GarciaVA14.bib},
hal_url = {https://hal.science/hal-01010374},
address = {Dearborn, Michigan, United States},
month = Jun,
keywords = {Vehicle perception ; Information fusion ; multi-sensor ; evidential theory ; lidar processing ; image processing},
pdf = {https://hal.science/hal-01010374/file/IVPaper.pdf},
hal_id = {hal-01010374}
}

C. Kolski, C. Garbay, Y. Lebrun, F. Badeig, S. Lepreux, R. Mandiau, and E. Adam, “Interactive Surfaces, Tangible Interaction,” in Risk Management in Life-Critical Systems, P. Millot, Ed., Springer, 2014, pp. 351-373.
[Bibtex]

@incollection{kolski:hal-03330963,
title = {{Interactive Surfaces, Tangible Interaction}},
author = {Kolski, Christophe and Garbay, Catherine and Lebrun, Yoann and Badeig, Fabien and Lepreux, Sophie and Mandiau, Ren{\'{e}} and Adam, Emmanuel},
hal_url = {https://uphf.hal.science/hal-03330963},
booktitle = {{Risk Management in Life-Critical Systems}},
editor = {Millot, Patrick},
publisher = {{Springer}},
series = {Risk management and dependability series},
pages = {351-373},
year = {2014},
month = Nov,
doi = {10.1002/9781118639351.ch17},
hal_id = {hal-03330963}
}

S. H. Mirisaee, É. Gaussier, and A. Termier, “Itemset approximation using constrained binary matrix factorization,” in International conference on data science and advanced analytics, DSAA 2014, shanghai, china, october 30 – november 1, 2014, Shanghai, China, China, 2014, p. 39–45.
[Bibtex]

@inproceedings{DBLP:conf/dsaa/MirisaeeGT14,
author = {Seyed Hamid Mirisaee and
{\'{E}}ric Gaussier and
Alexandre Termier},
title = {Itemset approximation using Constrained Binary Matrix Factorization},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {39--45},
year = {2014},
crossref = {DBLP:conf/dsaa/2014},
url = {https://doi.org/10.1109/DSAA.2014.7058049},
doi = {10.1109/DSAA.2014.7058049},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
dblp_url = {https://dblp.org/rec/conf/dsaa/MirisaeeGT14.bib},
hal_url = {https://hal.science/hal-01071751},
address = {Shanghai, China, China},
hal_id = {hal-01071751}
}

A. Azim and O. Aycard, “Layer-based supervised classification of moving objects in outdoor dynamic environment using 3d laser scanner,” in 2014 IEEE intelligent vehicles symposium proceedings, dearborn, mi, usa, june 8-11, 2014, 2014, p. 1408–1414.
[Bibtex]

@inproceedings{DBLP:conf/ivs/AzimA14,
author = {Asma Azim and
Olivier Aycard},
title = {Layer-based supervised classification of moving objects in outdoor
dynamic environment using 3D laser scanner},
booktitle = {2014 {IEEE} Intelligent Vehicles Symposium Proceedings, Dearborn,
MI, USA, June 8-11, 2014},
pages = {1408--1414},
year = {2014},
crossref = {DBLP:conf/ivs/2014},
url = {https://doi.org/10.1109/IVS.2014.6856558},
doi = {10.1109/IVS.2014.6856558},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ivs/AzimA14.bib}
}

C. Frambourg, A. Douzal-Chouakria, and É. Gaussier, “Learning temporal matchings for time series discrimination,” 2014.
[Bibtex]

@techreport{frambourg:hal-00996951,
title = {{Learning temporal matchings for time series discrimination}},
author = {Frambourg, C{\'{e}}dric and Douzal-Chouakria, Ahlame and Gaussier, {\'{E}}ric},
hal_url = {https://hal.science/hal-00996951},
year = {2014},
month = May,
keywords = {time series classification ; temporal matching ; discriminant analysis ; variance-covariance},
pdf = {https://hal.science/hal-00996951/file/LearnTS-PR-Final.pdf},
hal_id = {hal-00996951}
}

T. Vu, O. Aycard, and F. Tango, “Object perception for intelligent vehicle applications: A multi-sensor fusion approach,” in 2014 IEEE intelligent vehicles symposium proceedings, dearborn, mi, usa, june 8-11, 2014, Dearborn, MI, United States, 2014, p. 774–780.
[Bibtex]

@inproceedings{DBLP:conf/ivs/VuAT14,
author = {Trung-Dung Vu and
Olivier Aycard and
Fabio Tango},
title = {Object perception for intelligent vehicle applications: {A} multi-sensor
fusion approach},
booktitle = {2014 {IEEE} Intelligent Vehicles Symposium Proceedings, Dearborn,
MI, USA, June 8-11, 2014},
pages = {774--780},
year = {2014},
crossref = {DBLP:conf/ivs/2014},
url = {https://doi.org/10.1109/IVS.2014.6856588},
doi = {10.1109/IVS.2014.6856588},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
dblp_url = {https://dblp.org/rec/conf/ivs/VuAT14.bib},
hal_url = {https://hal.science/hal-01019527},
address = {Dearborn, MI, United States},
month = Jun,
pdf = {https://hal.science/hal-01019527/file/main.pdf},
hal_id = {hal-01019527}
}

S. Kleisarchaki, V. Christophides, S. Amer-Yahia, and A. Douzal-Chouakria, “Online Detection of Topic Change in Social Posts,” in Big’2014, Seoul, Corée, North Korea, 2014, pp. 1-4.
[Bibtex]

@inproceedings{kleisarchaki:hal-00946969,
title = {{Online Detection of Topic Change in Social Posts}},
author = {Kleisarchaki, Sofia and Christophides, Vassilis and Amer-Yahia, Sihem and Douzal-Chouakria, Ahlame},
hal_url = {https://hal.science/hal-00946969},
booktitle = {{Big'2014}},
address = {Seoul, Cor{\'{e}}e, North Korea},
pages = {1-4},
year = {2014},
month = Apr,
keywords = {topic change detection ; breakpoint detection ; scalability},
hal_id = {hal-00946969}
}

R. Babbar, C. Metzig, I. Partalas, É. Gaussier, and M. Amini, “On power law distributions in large-scale taxonomies,” SIGKDD explor., vol. 16, iss. 1, p. 47–56, 2014.
[Bibtex]

@article{DBLP:journals/sigkdd/BabbarMPGA14,
author = {Rohit Babbar and
Cornelia Metzig and
Ioannis Partalas and
{\'{E}}ric Gaussier and
Massih-Reza Amini},
title = {On power law distributions in large-scale taxonomies},
journal = {{SIGKDD} Explor.},
volume = {16},
number = {1},
pages = {47--56},
year = {2014},
url = {https://doi.org/10.1145/2674026.2674033},
doi = {10.1145/2674026.2674033},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/sigkdd/BabbarMPGA14.bib},
hal_url = {https://hal.science/hal-01120164},
publisher = {{Association for Computing Machinery (ACM)}},
month = Jun,
keywords = {Large-scale taxonomies ; Power law distributions},
pdf = {https://hal.science/hal-01120164/file/sigkddExp.pdf},
hal_id = {hal-01120164}
}

L. Thévin, F. Badeig, J. Dugdale, O. Boissier, and C. Garbay, “Rendre tangible des normes de collaboration par un système multi-agent normatif,” in 12èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA), Rouen, France, 2014, pp. 1-6.
[Bibtex]

@inproceedings{thevin:hal-01070994,
title = {{Rendre tangible des normes de collaboration par un syst{\`{e}}me multi-agent normatif}},
author = {Th{\'{e}}vin, Lauren and Badeig, Fabien and Dugdale, Julie and Boissier, Olivier and Garbay, Catherine},
hal_url = {https://inria.hal.science/hal-01070994},
booktitle = {{12{\`{e}}mes Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA)}},
address = {Rouen, France},
pages = {1-6},
year = {2014},
month = Jun,
pdf = {https://inria.hal.science/hal-01070994/file/rjcia2014_submission_24.pdf},
hal_id = {hal-01070994}
}

R. Babbar, I. Partalas, É. Gaussier, and M. Amini, “Re-ranking approach to classification in large-scale power-law distributed category systems,” in The 37th international ACM SIGIR conference on research and development in information retrieval, SIGIR ’14, gold coast , qld, australia – july 06 – 11, 2014, Gold Coast, Australia, 2014, p. 1059–1062.
[Bibtex]

@inproceedings{DBLP:conf/sigir/BabbarPGA14,
author = {Rohit Babbar and
Ioannis Partalas and
{\'{E}}ric Gaussier and
Massih-Reza Amini},
title = {Re-ranking approach to classification in large-scale power-law distributed
category systems},
booktitle = {The 37th International {ACM} {SIGIR} Conference on Research and Development
in Information Retrieval, {SIGIR} '14, Gold Coast , QLD, Australia
- July 06 - 11, 2014},
pages = {1059--1062},
year = {2014},
crossref = {DBLP:conf/sigir/2014},
url = {https://doi.org/10.1145/2600428.2609509},
doi = {10.1145/2600428.2609509},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/sigir/BabbarPGA14.bib},
hal_url = {https://hal.science/hal-01118830},
address = {Gold Coast, Australia},
publisher = {{ACM}},
series = {SIGIR '14},
month = Aug,
keywords = {Large-scale classification ; Power-law distribution},
pdf = {https://hal.science/hal-01118830/file/SIGIR2014.pdf},
hal_id = {hal-01118830}
}

F. Badeig and C. Garbay, “Supporting distant human collaboration under tangible environments – A normative multiagent approach,” in ICAART 2014 – proceedings of the 6th international conference on agents and artificial intelligence, volume 2, eseo, angers, loire valley, france, 6-8 march, 2014, France, 2014, p. 249–254.
[Bibtex]

@inproceedings{DBLP:conf/icaart/BadeigG14,
author = {Fabien Badeig and
Catherine Garbay},
title = {Supporting Distant Human Collaboration under Tangible Environments
- {A} Normative Multiagent Approach},
booktitle = {{ICAART} 2014 - Proceedings of the 6th International Conference on
Agents and Artificial Intelligence, Volume 2, ESEO, Angers, Loire
Valley, France, 6-8 March, 2014},
pages = {249--254},
year = {2014},
crossref = {DBLP:conf/icaart/2014-2},
url = {https://doi.org/10.5220/0004916102490254},
doi = {10.5220/0004916102490254},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/icaart/BadeigG14.bib},
hal_url = {https://hal.science/hal-00948061},
address = {France},
volume = {Volume 2 - Agents},
month = Mar,
keywords = {Human Collaboration ; Tangible interaction ; Multiagent design ; Normative system ; Trace-based system},
hal_id = {hal-00948061}
}

B. A. Baez Miranda, S. Caffiau, C. Garbay, and F. Portet, “Task based model for récit generation from sensor data: an early experiment,” in 5th International Workshop on Computational Models of Narrative, France, 2014, p. 1–10.
[Bibtex]

@inproceedings{abaezmiranda:hal-00998684,
title = {{Task based model for r{\'{e}}cit generation from sensor data: an early experiment}},
author = {A. Baez Miranda, Bel{\'{e}}n and Caffiau, Sybille and Garbay, Catherine and Portet, Fran{\c{c}}ois},
hal_url = {https://hal.science/hal-00998684},
booktitle = {{5th International Workshop on Computational Models of Narrative}},
address = {France},
pages = {1--10},
year = {2014},
month = Jul,
pdf = {https://hal.science/hal-00998684/file/cmn_recits.pdf},
hal_id = {hal-00998684}
}

D. Masson, A. Demeure, Z. Abu-Aisheh, G. Calvary, and G. Bisson, “Web design galleries: please give me similar styles!: a claim for ground truth datasets,” in Proceedings of the 8th nordic conference on human-computer interaction: fun, fast, foundational, helsinki, finland, october 26-30, 2014, 2014, p. 357–360.
[Bibtex]

@inproceedings{DBLP:conf/nordichi/MassonDACB14,
author = {Dimitri Masson and
Alexandre Demeure and
Zeina Abu-Aisheh and
Ga{\"{e}}lle Calvary and
Gilles Bisson},
title = {Web design galleries: please give me similar styles!: a claim for
ground truth datasets},
booktitle = {Proceedings of the 8th Nordic Conference on Human-Computer Interaction:
Fun, Fast, Foundational, Helsinki, Finland, October 26-30, 2014},
pages = {357--360},
year = {2014},
crossref = {DBLP:conf/nordichi/2014},
url = {https://doi.org/10.1145/2639189.2641200},
doi = {10.1145/2639189.2641200},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/nordichi/MassonDACB14.bib}
}

I. Partalas, M. Amini, I. Androutsopoulos, T. Artières, P. Gallinari, É. Gaussier, and G. Paliouras, “Web-scale classification: web classification in the big data era,” in Seventh ACM international conference on web search and data mining, WSDM 2014, new york, ny, usa, february 24-28, 2014, 2014, p. 687–688.
[Bibtex]

@inproceedings{DBLP:conf/wsdm/PartalasAAAGGP14,
author = {Ioannis Partalas and
Massih-Reza Amini and
Ion Androutsopoulos and
Thierry Arti{\`{e}}res and
Patrick Gallinari and
{\'{E}}ric Gaussier and
Georgios Paliouras},
title = {Web-scale classification: web classification in the big data era},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {687--688},
year = {2014},
crossref = {DBLP:conf/wsdm/2014},
url = {https://doi.org/10.1145/2556195.2556208},
doi = {10.1145/2556195.2556208},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
dblp_url = {https://dblp.org/rec/conf/wsdm/PartalasAAAGGP14.bib}
}

L. Thévin, F. Badeig, J. Dugdale, O. Boissier, and C. Garbay, “Un système multi-agent normatif pour la collaboration et l’interaction mixte,” in 18èmes Journées Francophones des Systèmes Multi-Agents (JFSMA), Loriol-sur-Drôme, France, 2014, pp. 1-10.
[Bibtex]

@inproceedings{thevin:hal-01070992,
title = {{Un syst{\`{e}}me multi-agent normatif pour la collaboration et l'interaction mixte}},
author = {Th{\'{e}}vin, Lauren and Badeig, Fabien and Dugdale, Julie and Boissier, Olivier and Garbay, Catherine},
hal_url = {https://inria.hal.science/hal-01070992},
booktitle = {{18{\`{e}}mes Journ{\'{e}}es Francophones des Syst{\`{e}}mes Multi-Agents (JFSMA)}},
address = {Loriol-sur-Dr{\^{o}}me, France},
pages = {1-10},
year = {2014},
month = Oct,
pdf = {https://inria.hal.science/hal-01070992/file/jfsma_review_MEP_enumere.pdf},
hal_id = {hal-01070992}
}

L. Thévin, F. Badeig, J. Dugdale, O. Boissier, and C. Garbay, “Un système multi-agent normatif pour la collaboration et l’interaction mixte (présentation courte),” in Principe de parcimonie – JFSMA 14 – vingt-deuxièmes journées francophones sur les systèmes multi-agents, loriol-sur-drôme, france, octobre 8-10, 2014, 2014, p. 203–212.
[Bibtex]

@inproceedings{DBLP:conf/jfsma/ThevinBDBG14,
author = {Lauren Th{\'{e}}vin and
Fabien Badeig and
Julie Dugdale and
Olivier Boissier and
Catherine Garbay},
title = {Un syst{\`{e}}me multi-agent normatif pour la collaboration et l'interaction
mixte (pr{\'{e}}sentation courte)},
booktitle = {Principe de Parcimonie - {JFSMA} 14 - Vingt-deuxi{\`{e}}mes Journ{\'{e}}es
Francophones sur les Syst{\`{e}}mes Multi-Agents, Loriol-sur-Dr{\^{o}}me,
France, Octobre 8-10, 2014},
pages = {203--212},
year = {2014},
crossref = {DBLP:conf/jfsma/2014},
timestamp = {Mon, 10 Nov 2014 19:44:59 +0100},
dblp_url = {https://dblp.org/rec/conf/jfsma/ThevinBDBG14.bib}
}

2013

G. Bisson and R. Blanch, “Alternative Visualization Methods to Explore Larger Dendrograms,” in In proceedings of the European Conference on Data Analysis, France, 2013, pp. 1-1.
[Bibtex]

@inproceedings{bisson:hal-00952838,
title = {{Alternative Visualization Methods to Explore Larger Dendrograms}},
author = {Bisson, Gilles and Blanch, Renaud},
hal_url = {https://hal.science/hal-00952838},
booktitle = {{In proceedings of the European Conference on Data Analysis}},
address = {France},
pages = {1-1},
year = {2013},
hal_id = {hal-00952838}
}

A. El Mahdaouy, S. El Alaoui Ouatik, and E. Gaussier, “A Study of Association Measures and their Combination for Arabic MWT Extraction,” in Terminology and Artificial Intelligence, Paris, France, 2013, pp. 45-52.
[Bibtex]

@inproceedings{elmahdaouy:hal-00881175,
title = {{A Study of Association Measures and their Combination for Arabic MWT Extraction}},
author = {El Mahdaouy, Abdelkader and El Alaoui Ouatik, Sa{\"{i}}d and Gaussier, Eric},
hal_url = {https://hal.science/hal-00881175},
booktitle = {{Terminology and Artificial Intelligence}},
address = {Paris, France},
pages = {45-52},
year = {2013},
month = Oct,
keywords = {terminology Extraction ; Multi-word Terms ; Linguistic filter ; statistical filter ; Arabic NLP},
pdf = {https://hal.science/hal-00881175/file/MWT_Latex_7_pages.pdf},
hal_id = {hal-00881175}
}

S. Clinchant and É. Gaussier, “A theoretical analysis of pseudo-relevance feedback models,” in International conference on the theory of information retrieval, ICTIR ’13, copenhagen, denmark, september 29 – october 02, 2013, Denmark, 2013, p. 6.
[Bibtex]

@inproceedings{DBLP:conf/ictir/ClinchantG13,
author = {St{\'{e}}phane Clinchant and
{\'{E}}ric Gaussier},
title = {A Theoretical Analysis of Pseudo-Relevance Feedback Models},
booktitle = {International Conference on the Theory of Information Retrieval, {ICTIR}
'13, Copenhagen, Denmark, September 29 - October 02, 2013},
pages = {6},
year = {2013},
crossref = {DBLP:conf/ictir/2013},
url = {https://doi.org/10.1145/2499178.2499179},
doi = {10.1145/2499178.2499179},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/ictir/ClinchantG13.bib},
hal_url = {https://hal.science/hal-00952994},
address = {Denmark},
hal_id = {hal-00952994}
}

C. Brouard, “Comparaison du modèle vectoriel et de la pondération tf*idf associée avec une méthode de propagation d’activation,” in CORIA 2013 – conférence en recherche d’infomations et applications – 10th french information retrieval conference, neuchâtel, switzerland, april 3-5, 2013, Neuchâtel, France, 2013, p. 217–226.
[Bibtex]

@inproceedings{DBLP:conf/coria/Brouard13,
author = {Christophe Brouard},
title = {Comparaison du mod{\`{e}}le vectoriel et de la pond{\'{e}}ration tf*idf
associ{\'{e}}e avec une m{\'{e}}thode de propagation d'activation},
booktitle = {{CORIA} 2013 - Conf{\'{e}}rence en Recherche d'Infomations et Applications
- 10th French Information Retrieval Conference, Neuch{\^{a}}tel, Switzerland,
April 3-5, 2013},
pages = {217--226},
year = {2013},
crossref = {DBLP:conf/coria/2013},
url = {https://doi.org/10.24348/coria.2013.coria2013\_19},
doi = {10.24348/CORIA.2013.CORIA2013\_19},
timestamp = {Wed, 20 Jun 2018 17:08:38 +0200},
dblp_url = {https://dblp.org/rec/conf/coria/Brouard13.bib},
hal_url = {https://hal.science/hal-00879636},
address = {Neuch{\^{a}}tel, France},
month = Apr,
hal_id = {hal-00879636}
}

R. Babbar, I. Partalas, C. Metzig, É. Gaussier, and M. Amini, “Comparative classifier evaluation for web-scale taxonomies using power law,” in The semantic web: ESWC 2013 satellite events – ESWC 2013 satellite events, montpellier, france, may 26-30, 2013, revised selected papers, France, 2013, p. 310–311.
[Bibtex]

@inproceedings{DBLP:conf/esws/BabbarPMGA13,
author = {Rohit Babbar and
Ioannis Partalas and
Cornelia Metzig and
{\'{E}}ric Gaussier and
Massih-Reza Amini},
title = {Comparative Classifier Evaluation for Web-Scale Taxonomies Using Power
Law},
booktitle = {The Semantic Web: {ESWC} 2013 Satellite Events - {ESWC} 2013 Satellite
Events, Montpellier, France, May 26-30, 2013, Revised Selected Papers},
pages = {310--311},
year = {2013},
crossref = {DBLP:conf/esws/2013s},
url = {https://doi.org/10.1007/978-3-642-41242-4\_56},
doi = {10.1007/978-3-642-41242-4\_56},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/esws/BabbarPMGA13.bib},
hal_url = {https://hal.science/hal-00944212},
address = {France},
month = May,
hal_id = {hal-00944212}
}

P. Goswami and É. Gaussier, “Estimation du paramètre de collection des modèles d’information pour la RI,” in CORIA 2013 – conférence en recherche d’infomations et applications – 10th french information retrieval conference, neuchâtel, switzerland, april 3-5, 2013, Neuchâtel, Suisse, Switzerland, 2013, p. 201–216.
[Bibtex]

@inproceedings{DBLP:conf/coria/GoswamiG13,
author = {Parantapa Goswami and
{\'{E}}ric Gaussier},
title = {Estimation du param{\`{e}}tre de collection des mod{\`{e}}les d'information
pour la {RI}},
booktitle = {{CORIA} 2013 - Conf{\'{e}}rence en Recherche d'Infomations et Applications
- 10th French Information Retrieval Conference, Neuch{\^{a}}tel, Switzerland,
April 3-5, 2013},
pages = {201--216},
year = {2013},
crossref = {DBLP:conf/coria/2013},
url = {https://doi.org/10.24348/coria.2013.coria2013\_82},
doi = {10.24348/CORIA.2013.CORIA2013\_82},
timestamp = {Wed, 20 Jun 2018 17:08:38 +0200},
dblp_url = {https://dblp.org/rec/conf/coria/GoswamiG13.bib},
hal_url = {https://hal.science/hal-00944625},
address = {Neuch{\^{a}}tel, Suisse, Switzerland},
month = Apr,
hal_id = {hal-00944625}
}

P. Goswami and É. Gaussier, “Estimation of the collection parameter of information models for IR,” in Advances in information retrieval – 35th european conference on IR research, ECIR 2013, moscow, russia, march 24-27, 2013. proceedings, Moscow, Russia, 2013, p. 459–470.
[Bibtex]

@inproceedings{DBLP:conf/ecir/GoswamiG13,
author = {Parantapa Goswami and
{\'{E}}ric Gaussier},
title = {Estimation of the Collection Parameter of Information Models for {IR}},
booktitle = {Advances in Information Retrieval - 35th European Conference on {IR}
Research, {ECIR} 2013, Moscow, Russia, March 24-27, 2013. Proceedings},
pages = {459--470},
year = {2013},
crossref = {DBLP:conf/ecir/2013},
url = {https://doi.org/10.1007/978-3-642-36973-5\_39},
doi = {10.1007/978-3-642-36973-5\_39},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ecir/GoswamiG13.bib},
hal_url = {https://hal.science/hal-00881154},
address = {Moscow, Russia},
series = {Lecture Notes in Computer Science},
volume = {7814},
month = Mar,
keywords = {IR Theory ; Information Models ; Estimation of Parameters},
hal_id = {hal-00881154}
}

B. Li and É. Gaussier, “Exploiting comparable corpora for lexicon extraction: measuring and improving corpus quality,” in Building and using comparable corpora, Sharoff, Serge, Rapp, Reinhard, Zweigenbaum, Pierre, Fung, and Pascale, Eds., Springer Berlin Heidelberg, 2013, p. 131–149.
[Bibtex]

@incollection{DBLP:books/sp/13/LiG13,
author = {Bo Li and
{\'{E}}ric Gaussier},
title = {Exploiting Comparable Corpora for Lexicon Extraction: Measuring and
Improving Corpus Quality},
booktitle = {Building and Using Comparable Corpora},
pages = {131--149},
year = {2013},
crossref = {DBLP:books/sp/2013SRZF},
url = {https://doi.org/10.1007/978-3-642-20128-8\_7},
doi = {10.1007/978-3-642-20128-8\_7},
timestamp = {Fri, 17 May 2019 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/books/sp/13/LiG13.bib},
hal_url = {https://hal.science/hal-01071744},
editor = {Sharoff and Serge and Rapp and Reinhard and Zweigenbaum and Pierre and Fung and Pascale},
publisher = {{Springer Berlin Heidelberg}},
hal_id = {hal-01071744}
}

R. O. C. García, T. Vu, O. Aycard, and F. Tango, “Fusion framework for moving-object classification,” in Proceedings of the 16th international conference on information fusion, FUSION 2013, istanbul, turkey, july 9-12, 2013, Istanbul, Turkey, 2013, p. 1159–1166.
[Bibtex]

@inproceedings{DBLP:conf/fusion/GarciaVAT13,
author = {Ricardo Omar Ch{\'{a}}vez Garc{\'{\i}}a and
Trung-Dung Vu and
Olivier Aycard and
Fabio Tango},
title = {Fusion framework for moving-object classification},
booktitle = {Proceedings of the 16th International Conference on Information Fusion,
{FUSION} 2013, Istanbul, Turkey, July 9-12, 2013},
pages = {1159--1166},
year = {2013},
crossref = {DBLP:conf/fusion/2013},
url = {https://ieeexplore.ieee.org/document/6641127/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/fusion/GarciaVAT13.bib},
hal_url = {https://hal.science/hal-00881147},
address = {Istanbul, Turkey},
month = Jul,
pdf = {https://hal.science/hal-00881147/file/Fusion_paper.pdf},
hal_id = {hal-00881147}
}

C. Frambourg, A. Douzal-Chouakria, and É. Gaussier, “Learning multiple temporal matching for time series classification,” in Advances in intelligent data analysis XII – 12th international symposium, IDA 2013, london, uk, october 17-19, 2013. proceedings, London, United Kingdom, 2013, p. 198–209.
[Bibtex]

@inproceedings{DBLP:conf/ida/FrambourgCG13,
author = {Cedric Frambourg and
Ahlame Douzal-Chouakria and
{\'{E}}ric Gaussier},
title = {Learning Multiple Temporal Matching for Time Series Classification},
booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
{IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
pages = {198--209},
year = {2013},
crossref = {DBLP:conf/ida/2013},
url = {https://doi.org/10.1007/978-3-642-41398-8\_18},
doi = {10.1007/978-3-642-41398-8\_18},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
dblp_url = {https://dblp.org/rec/conf/ida/FrambourgCG13.bib},
hal_url = {https://hal.science/hal-00881159},
note = {12},
address = {London, United Kingdom},
editor = {Springer},
keywords = {Temporal data ; load profile ; supervised classification ; multiple temporal alignement},
pdf = {https://hal.science/hal-00881159/file/Learn-TS-IDA13-Final.pdf},
hal_id = {hal-00881159},
series = {Springer},
month = Oct
}

R. Blanch, R. Dautriche, and G. Bisson, “Les dendro-matrices : une alternative aux dendrogrammes pour visualiser les résultats d’une classification ascendante hiérarchique,” in Conférence EGC, France, 2013, pp. 33-42.
[Bibtex]

@inproceedings{blanch:hal-00881169,
title = {{Les dendro-matrices : une alternative aux dendrogrammes pour visualiser les r{\'{e}}sultats d'une classification ascendante hi{\'{e}}rarchique}},
author = {Blanch, Renaud and Dautriche, R{\'{e}}my and Bisson, Gilles},
hal_url = {https://hal.science/hal-00881169},
booktitle = {{Conf{\'{e}}rence EGC}},
address = {France},
pages = {33-42},
year = {2013},
month = Jan,
hal_id = {hal-00881169}
}

R. Babbar, I. Partalas, É. Gaussier, and M. Amini, “Maximum-margin framework for training data synchronization in large-scale hierarchical classification,” in Neural information processing – 20th international conference, ICONIP 2013, daegu, korea, november 3-7, 2013. proceedings, part I, 2013, p. 336–343.
[Bibtex]

@inproceedings{DBLP:conf/iconip/BabbarPGA13,
author = {Rohit Babbar and
Ioannis Partalas and
{\'{E}}ric Gaussier and
Massih-Reza Amini},
title = {Maximum-Margin Framework for Training Data Synchronization in Large-Scale
Hierarchical Classification},
booktitle = {Neural Information Processing - 20th International Conference, {ICONIP}
2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part {I}},
pages = {336--343},
year = {2013},
crossref = {DBLP:conf/iconip/2013-1},
url = {https://doi.org/10.1007/978-3-642-42054-2\_42},
doi = {10.1007/978-3-642-42054-2\_42},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/iconip/BabbarPGA13.bib},
hal_url = {https://hal.science/hal-00943206},
editor = {Lee and Minho and Hirose and Akira and Hou and Zeng-Guang and Kil and RheeMan},
publisher = {{Springer Berlin Heidelberg}},
month = Dec,
pdf = {https://hal.science/hal-00943206/file/372.pdf},
hal_id = {hal-00943206}
}

B. Li and É. Gaussier, “Modèles d’information pour la recherche multilingue,” Document numérique, vol. 16, iss. 2, p. 11–30, 2013.
[Bibtex]

@article{DBLP:journals/dn/LiG13,
author = {Bo Li and
{\'{E}}ric Gaussier},
title = {Mod{\`{e}}les d'information pour la recherche multilingue},
journal = {Document Num{\'{e}}rique},
volume = {16},
number = {2},
pages = {11--30},
year = {2013},
url = {https://doi.org/10.3166/dn.16.2.11-30},
doi = {10.3166/DN.16.2.11-30},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/dn/LiG13.bib}
}

G. Bisson, “Multi-Operators Based Hierarchical Clustering,” in In proceedings of the European Conference on Data Analysis, France, 2013, pp. 1-1.
[Bibtex]

@inproceedings{bisson:hal-00952839,
title = {{Multi-Operators Based Hierarchical Clustering}},
author = {Bisson, Gilles},
hal_url = {https://hal.science/hal-00952839},
booktitle = {{In proceedings of the European Conference on Data Analysis}},
address = {France},
pages = {1-1},
year = {2013},
hal_id = {hal-00952839}
}

C. Frambourg, A. Douzal-Chouakria, and E. Gaussier, “New temporal matching strategies for time series discrimination,” in European Conference on Data Analysis, Luxembourg, 2013, p. –.
[Bibtex]

@inproceedings{frambourg:hal-00908430,
title = {{New temporal matching strategies for time series discrimination}},
author = {Frambourg, Cedric and Douzal-Chouakria, Ahlame and Gaussier, Eric},
hal_url = {https://hal.science/hal-00908430},
booktitle = {{European Conference on Data Analysis}},
address = {Luxembourg},
pages = {--},
year = {2013},
month = Jul,
hal_id = {hal-00908430}
}

R. Babbar, I. Partalas, É. Gaussier, and M. Amini, “On flat versus hierarchical classification in large-scale taxonomies,” in Advances in neural information processing systems 26: 27th annual conference on neural information processing systems 2013. proceedings of a meeting held december 5-8, 2013, lake tahoe, nevada, united states, Lake Tao, United States, 2013, p. 1824–1832.
[Bibtex]

@inproceedings{DBLP:conf/nips/BabbarPGA13,
author = {Rohit Babbar and
Ioannis Partalas and
{\'{E}}ric Gaussier and
Massih-Reza Amini},
title = {On Flat versus Hierarchical Classification in Large-Scale Taxonomies},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1824--1832},
year = {2013},
crossref = {DBLP:conf/nips/2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/cbb6a3b884f4f88b3a8e3d44c636cbd8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
dblp_url = {https://dblp.org/rec/conf/nips/BabbarPGA13.bib},
hal_url = {https://hal.science/hal-01118815},
address = {Lake Tao, United States},
month = Dec,
pdf = {https://hal.science/hal-01118815/file/FlatvsHierarClassif-NIPS2013.pdf},
hal_id = {hal-01118815}
}

F. Badeig, B. Vettier, and C. Garbay, “Perceiving and interpreting human activity: a normative MAS,” in 11th International Conference on Naturalistic Decision Making (NDM13), France, 2013, pp. 183-188.
[Bibtex]

@inproceedings{badeig:hal-00948062,
title = {{Perceiving and interpreting human activity: a normative MAS}},
author = {Badeig, Fabien and Vettier, Beno{\^{i}}t and Garbay, Catherine},
hal_url = {https://hal.science/hal-00948062},
booktitle = {{11th International Conference on Naturalistic Decision Making (NDM13)}},
address = {France},
editor = {Chaudet and Herv{\'{e}} and Pellegrin and Liliane and Bonnardel and Nathalie},
pages = {183-188},
year = {2013},
month = May,
keywords = {human activity follow-up ; normative multi-agent systems ; monitoring ; remote collaboration},
hal_id = {hal-00948062}
}

C. Lagnier, L. Denoyer, É. Gaussier, and P. Gallinari, “Predicting information diffusion in social networks using content and user’s profiles,” in Advances in information retrieval – 35th european conference on IR research, ECIR 2013, moscow, russia, march 24-27, 2013. proceedings, Moscou, Russia, 2013, p. 74–85.
[Bibtex]

@inproceedings{DBLP:conf/ecir/LagnierDGG13,
author = {C{\'{e}}dric Lagnier and
Ludovic Denoyer and
{\'{E}}ric Gaussier and
Patrick Gallinari},
title = {Predicting Information Diffusion in Social Networks Using Content
and User's Profiles},
booktitle = {Advances in Information Retrieval - 35th European Conference on {IR}
Research, {ECIR} 2013, Moscow, Russia, March 24-27, 2013. Proceedings},
pages = {74--85},
year = {2013},
crossref = {DBLP:conf/ecir/2013},
url = {https://doi.org/10.1007/978-3-642-36973-5\_7},
doi = {10.1007/978-3-642-36973-5\_7},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
dblp_url = {https://dblp.org/rec/conf/ecir/LagnierDGG13.bib},
hal_url = {https://hal.science/hal-00881524},
address = {Moscou, Russia},
series = {Lecture Notes in Computer Science},
volume = {7814},
month = Mar,
keywords = {Machine Learning ; Information Diffusion ; Social Networks},
pdf = {https://hal.science/hal-00881524/file/UserCentricModels-novspace.pdf},
hal_id = {hal-00881524}
}

F. Kawala, A. Douzal-Chouakria, E. Gaussier, and E. Dimert, “Prédictions d’activité dans les réseaux sociaux en ligne,” in 4ième conférence sur les modèles et l’analyse des réseaux : Approches mathématiques et informatiques, France, 2013, p. 16.
[Bibtex]

@inproceedings{kawala:hal-00881395,
title = {{Pr{\'{e}}dictions d'activit{\'{e}} dans les r{\'{e}}seaux sociaux en ligne}},
author = {Kawala, Fran{\c{c}}ois and Douzal-Chouakria, Ahlame and Gaussier, Eric and Dimert, Eustache},
hal_url = {https://hal.science/hal-00881395},
booktitle = {{4i{\`{e}}me conf{\'{e}}rence sur les mod{\`{e}}les et l'analyse des r{\'{e}}seaux : Approches math{\'{e}}matiques et informatiques}},
address = {France},
pages = {16},
year = {2013},
month = Oct,
keywords = {Time-series ; Social-network ; Twitter ; Buz ; Large-scale data-mining},
pdf = {https://hal.science/hal-00881395/file/KAWALA-DOUZAL-GAUSSIER-DIEMERT.pdf},
hal_id = {hal-00881395}
}

M. Amini and É. Gaussier, Recherche d’information – applications, modèles et algorithmes, Eyrolles, Ed., Eyrolles, 2013.
[Bibtex]

@book{DBLP:books/eyrolles/Amini13,
author = {Massih-Reza Amini and
{\'{E}}ric Gaussier},
title = {Recherche d'Information - applications, mod{\`{e}}les et algorithmes},
publisher = {Eyrolles},
year = {2013},
url = {http://www.eyrolles.com/Informatique/Livre/recherche-d-information-9782212135329},
isbn = {978-2-212-13532-9},
timestamp = {Sat, 27 Apr 2013 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/books/eyrolles/Amini13.bib},
hal_url = {https://hal.science/hal-00881257},
note = {I-XIX, 1-233},
editor = {Eyrolles},
series = {Algorithmes},
pages = {1-233},
month = Apr,
keywords = {Recherche d'Information ; Classification documentaire ; Clustering ; Moteurs de recherche ; Big Data},
hal_id = {hal-00881257}
}

I. Partalas, É. Gaussier, and A. N. Ngomo, “Results of the first bioasq workshop,” in Proceedings of the first workshop on bio-medical semantic indexing and question answering, a post-conference workshop of conference and labs of the evaluation forum 2013 (CLEF 2013) , valencia, spain, september 27th, 2013, Spain, 2013, pp. 1-8.
[Bibtex]

@inproceedings{DBLP:conf/clef/PartalasGN13,
author = {Ioannis Partalas and
{\'{E}}ric Gaussier and
Axel-Cyrille Ngonga Ngomo},
title = {Results of the First BioASQ Workshop},
booktitle = {Proceedings of the first Workshop on Bio-Medical Semantic Indexing
and Question Answering, a Post-Conference Workshop of Conference and
Labs of the Evaluation Forum 2013 {(CLEF} 2013) , Valencia, Spain,
September 27th, 2013},
year = {2013},
crossref = {DBLP:conf/clef/2013bioasq},
url = {https://ceur-ws.org/Vol-1094/bioasq2013\_overview.pdf},
timestamp = {Mon, 26 Jun 2023 20:45:18 +0200},
dblp_url = {https://dblp.org/rec/conf/clef/PartalasGN13.bib},
hal_url = {https://hal.science/hal-00953048},
address = {Spain},
pages = {1-8},
hal_id = {hal-00953048}
}

M. Amini and G. Cyril, “Text categorization based on co-classification learning from multilingual corpora,” , iss. 20060101, 2013.
[Bibtex]

@patent{amini:hal-00871809,
title = {{Text categorization based on co-classification learning from multilingual corpora}},
author = {Amini, Massih-Reza and Cyril, Goutte},
hal_url = {https://hal.science/hal-00871809},
number = {20060101},
address = {United States},
year = {2013},
month = May,
keywords = {Multilingual Text categorization ; machine learning},
hal_id = {hal-00871809}
}

B. Omidvar-Tehrani, S. A. -, A. Termier, A. Bertaux, É. Gaussier, and M. -, “Towards a framework for semantic exploration of frequent patterns,” in Proceedings of the 3rd international workshop on information management for mobile applications, riva del garda, italy, august 26, 2013, Riva del Garda, Trento, Italy, 2013, p. 7–14.
[Bibtex]

@inproceedings{DBLP:conf/immoa/TehraniATBGR13,
author = {Behrooz Omidvar-Tehrani and
Sihem Amer{-}Yahia and
Alexandre Termier and
Aur{\'{e}}lie Bertaux and
{\'{E}}ric Gaussier and
Marie{-}Christine Rousset},
title = {Towards a Framework for Semantic Exploration of Frequent Patterns},
booktitle = {Proceedings of the 3rd International Workshop on Information Management
for Mobile Applications, Riva del Garda, Italy, August 26, 2013},
pages = {7--14},
year = {2013},
crossref = {DBLP:conf/immoa/2013},
url = {https://ceur-ws.org/Vol-1075/01.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:26 +0100},
dblp_url = {https://dblp.org/rec/conf/immoa/TehraniATBGR13.bib},
hal_url = {https://hal.science/hal-00881195},
note = {http://ceur-ws.org/Vol-1075/ - ISSN: 1613-0073},
address = {Riva del Garda, Trento, Italy},
editor = {Thierry Delot and Sandra Geisler and Sergio Ilarri and Christoph Quix},
publisher = {{CEUR-WS}},
volume = {1075},
month = Aug,
pdf = {https://hal.science/hal-00881195/file/Towards_a_Framework_for_Semantic_Exploration_of_Frequent_Patterns.pdf},
hal_id = {hal-00881195}
}

P. Goswami, M. Amini, and É. Gaussier, “Transferring knowledge with source selection to learn IR functions on unlabeled collections,” in 22nd ACM international conference on information and knowledge management, cikm’13, san francisco, ca, usa, october 27 – november 1, 2013, San Francisco, United States, 2013, p. 2315–2320.
[Bibtex]

@inproceedings{DBLP:conf/cikm/GoswamiAG13,
author = {Parantapa Goswami and
Massih-Reza Amini and
{\'{E}}ric Gaussier},
title = {Transferring knowledge with source selection to learn {IR} functions
on unlabeled collections},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {2315--2320},
year = {2013},
crossref = {DBLP:conf/cikm/2013},
url = {https://doi.org/10.1145/2505515.2505662},
doi = {10.1145/2505515.2505662},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/cikm/GoswamiAG13.bib},
hal_url = {https://hal.science/hal-00881597},
address = {San Francisco, United States},
month = Oct,
keywords = {Domain adaptation ; knowledge transfer ; source selection ; learning to rank ; transductive learning},
hal_id = {hal-00881597}
}

C. Frambourg, A. Douzal-Chouakria, É. Gaussier, and J. Demongeot, “Variance/Covariance extension for time series discrimination,” 2013.
[Bibtex]

@techreport{frambourg:hal-00744747,
title = {{Variance/Covariance extension for time series discrimination}},
author = {Frambourg, C{\'{e}}dric and Douzal-Chouakria, Ahlame and Gaussier, {\'{E}}ric and Demongeot, Jacques},
hal_url = {https://hal.science/hal-00744747},
hal_local_reference = {RR-LIG-022},
year = {2013},
month = May,
keywords = {time series alignment ; discriminant analysis ; variance-covariance ; time series classification ; dynamic time warping ; Euclidean distance},
pdf = {https://hal.science/hal-00744747v2/file/TSLAli-RR.pdf},
hal_id = {hal-00744747}
}

@article{DBLP:journals/corr/KosmopoulosPGPA13,
author = {Aris Kosmopoulos and
Ioannis Partalas and
{\'{E}}ric Gaussier and
Georgios Paliouras and
Ion Androutsopoulos},
title = {Evaluation Measures for Hierarchical Classification: a unified view
and novel approaches},
journal = {CoRR},
volume = {abs/1306.6802},
year = {2013},
url = {http://arxiv.org/abs/1306.6802},
eprinttype = {arXiv},
eprint = {1306.6802},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/KosmopoulosPGPA13.bib},
hal_url = {https://hal.science/hal-01071749},
publisher = {{Springer}},
pages = {1-46},
doi = {10.1007/s10618-014-0382-x},
keywords = {Evaluation ; Evaluation measures ; Hierarchical classification ; Tree-structured class hierarchies ; DAG-structured class hierarchies},
hal_id = {hal-01071749}
}

2012

I. Partalas, R. Babbar, É. Gaussier, and C. Amblard, “Adaptive classifier selection in large-scale hierarchical classification,” in Neural information processing – 19th international conference, ICONIP 2012, doha, qatar, november 12-15, 2012, proceedings, part III, Doha, Qatar, 2012, p. 612–619.
[Bibtex]

@inproceedings{DBLP:conf/iconip/PartalasBGA12,
author = {Ioannis Partalas and
Rohit Babbar and
{\'{E}}ric Gaussier and
C{\'{e}}cile Amblard},
title = {Adaptive Classifier Selection in Large-Scale Hierarchical Classification},
booktitle = {Neural Information Processing - 19th International Conference, {ICONIP}
2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {III}},
pages = {612--619},
year = {2012},
crossref = {DBLP:conf/iconip/2012-3},
url = {https://doi.org/10.1007/978-3-642-34487-9\_74},
doi = {10.1007/978-3-642-34487-9\_74},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/iconip/PartalasBGA12.bib},
hal_url = {https://hal.science/hal-00750771},
address = {Doha, Qatar},
editor = {Tingwen Huang and Zhigang Zeng and Chuandong Li and Chi Sing Leung},
publisher = {{Springer Berlin}},
series = {Lecture Notes in Computer Science (LNCS)},
volume = {7665},
month = Nov,
keywords = {Hierarchical Classification ; Classifier Selection ; Meta- learning},
pdf = {https://hal.science/hal-00750771/file/Partalas-Babbar-Gaussier-Amblard-ICONIP2012.pdf},
hal_id = {hal-00750771}
}

A. Douzal-Chouakria and C. Amblard, “Adaptive split test for multivariate time series classification trees,” in CAp 2012 – Conférence Francophone sur l’Apprentissage Automatique, Nancy, France, 2012, p. 16p..
[Bibtex]

@inproceedings{douzalchouakria:hal-00741944,
title = {{Adaptive split test for multivariate time series classification trees}},
author = {Douzal-Chouakria, Ahlame and Amblard, C{\'{e}}cile},
hal_url = {https://hal.science/hal-00741944},
note = {Poster},
booktitle = {{CAp 2012 - Conf{\'{e}}rence Francophone sur l'Apprentissage Automatique}},
address = {Nancy, France},
pages = {16p.},
year = {2012},
month = May,
pdf = {https://hal.science/hal-00741944/file/Douzal-Amblard-CAP.pdf},
hal_id = {hal-00741944}
}

B. Vettier, L. Amate, and C. Garbay, “A multi-hypothesis monitoring architecture: application to ambulatory physiology,” in STAIRS 2012 – proceedings of the sixth starting AI researchers’ symposium, montpellier, france, 27-28 august 2012, Montpellier, France, 2012, p. 348–359.
[Bibtex]

@inproceedings{DBLP:conf/stairs/VettierAG12,
author = {Beno{\^{\i}}t Vettier and
Laure Amate and
Catherine Garbay},
title = {A Multi-Hypothesis Monitoring Architecture: Application to Ambulatory
Physiology},
booktitle = {{STAIRS} 2012 - Proceedings of the Sixth Starting {AI} Researchers'
Symposium, Montpellier, France, 27-28 August 2012},
pages = {348--359},
year = {2012},
crossref = {DBLP:conf/stairs/2012},
url = {https://doi.org/10.3233/978-1-61499-096-3-348},
doi = {10.3233/978-1-61499-096-3-348},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/stairs/VettierAG12.bib},
hal_url = {https://hal.science/hal-00740706},
address = {Montpellier, France},
editor = {Kristian Kersting, Marc Toussaint},
publisher = {{IOS Press}},
volume = {241},
month = Aug,
keywords = {Multi-agent systems ; Knowledge-based Information Systems ; AI and Medicine ; Hypothetical Reasoning ; Hybrid Normative Systems},
pdf = {https://hal.science/hal-00740706/file/Vettier-Amate-Garbay-STAIRS2012.pdf},
hal_id = {hal-00740706}
}

G. Bisson and C. Grimal, “An architecture to efficiently learn co-similarities from multi-view datasets,” in Neural information processing – 19th international conference, ICONIP 2012, doha, qatar, november 12-15, 2012, proceedings, part I, Doha, Qatar, 2012, p. 184–193.
[Bibtex]

@inproceedings{DBLP:conf/iconip/BissonG12,
author = {Gilles Bisson and
Cl{\'{e}}ment Grimal},
title = {An Architecture to Efficiently Learn Co-Similarities from Multi-view
Datasets},
booktitle = {Neural Information Processing - 19th International Conference, {ICONIP}
2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {I}},
pages = {184--193},
year = {2012},
crossref = {DBLP:conf/iconip/2012-1},
url = {https://doi.org/10.1007/978-3-642-34475-6\_23},
doi = {10.1007/978-3-642-34475-6\_23},
timestamp = {Tue, 30 Jun 2020 11:04:50 +0200},
dblp_url = {https://dblp.org/rec/conf/iconip/BissonG12.bib},
hal_url = {https://hal.science/hal-00740749},
address = {Doha, Qatar},
editor = {T. Huang and Z. Zeng and C. Li and C.S. Leung},
publisher = {{Springer}},
series = {Lecture Notes in Computer Science (LNCS)},
volume = {7663},
month = Nov,
keywords = {Multiview Learning ; Similarity Learning ; Co-clustering},
pdf = {https://hal.science/hal-00740749/file/Bisson-Grimal-ICONIP2012.pdf},
hal_id = {hal-00740749}
}

B. Li and É. Gaussier, “An information-based cross-language information retrieval model,” in Advances in information retrieval – 34th european conference on IR research, ECIR 2012, barcelona, spain, april 1-5, 2012. proceedings, Barcelone, Spain, 2012, p. 281–292.
[Bibtex]

@inproceedings{DBLP:conf/ecir/LiG12,
author = {Bo Li and
{\'{E}}ric Gaussier},
title = {An Information-Based Cross-Language Information Retrieval Model},
booktitle = {Advances in Information Retrieval - 34th European Conference on {IR}
Research, {ECIR} 2012, Barcelona, Spain, April 1-5, 2012. Proceedings},
pages = {281--292},
year = {2012},
crossref = {DBLP:conf/ecir/2012},
url = {https://doi.org/10.1007/978-3-642-28997-2\_24},
doi = {10.1007/978-3-642-28997-2\_24},
timestamp = {Mon, 28 Aug 2023 21:17:41 +0200},
dblp_url = {https://dblp.org/rec/conf/ecir/LiG12.bib},
hal_url = {https://hal.science/hal-00741099},
address = {Barcelone, Spain},
editor = {Ricardo Baeza-Yates and Arjen P. de Vries and Hugo Zaragoza and B. Barla Cambazoglu and Vanessa Murdock and Ronny Lempel and Fabrizio Silvestri},
publisher = {{Springer}},
series = {Lecture Notes in Computer Science (LNCS)},
volume = {7224},
month = Apr,
pdf = {https://hal.science/hal-00741099/file/Li-ecir2012.pdf},
hal_id = {hal-00741099}
}

G. Bisson and C. Grimal, “Apprentissage multi-vue de co-similarités pour la classification,” in Conférence Francophone sur l’Apprentissage Automatique – CAp 2012, Nancy, France, 2012, pp. 175-190.
[Bibtex]

@inproceedings{bisson:hal-00741470,
title = {{Apprentissage multi-vue de co-similarit{\'{e}}s pour la classification}},
author = {Bisson, Gilles and Grimal, Cl{\'{e}}ment},
hal_url = {https://hal.science/hal-00741470},
booktitle = {{Conf{\'{e}}rence Francophone sur l'Apprentissage Automatique - CAp 2012}},
address = {Nancy, France},
editor = {Laurent Bougrain},
pages = {175-190},
year = {2012},
month = May,
keywords = {Classification multi-vue ; Co-clustering ; Co-similarit{\'{e}} ; Parall{\'{e}}lisation},
pdf = {https://hal.science/hal-00741470/file/CAP_2012_20.pdf},
hal_id = {hal-00741470}
}

G. Tsatsaronis, M. Schroeder, G. Paliouras, Y. Almirantis, I. Androutsopoulos, É. Gaussier, P. Gallinari, T. Artières, M. R. Alvers, M. Zschunke, and A. N. Ngomo, “Bioasq: A challenge on large-scale biomedical semantic indexing and question answering,” in Information retrieval and knowledge discovery in biomedical text, papers from the 2012 AAAI fall symposium, arlington, virginia, usa, november 2-4, 2012, 2012.
[Bibtex]

@inproceedings{DBLP:conf/aaaifs/TsatsaronisSPAAGGAAZN12,
author = {George Tsatsaronis and
Michael Schroeder and
Georgios Paliouras and
Yannis Almirantis and
Ion Androutsopoulos and
{\'{E}}ric Gaussier and
Patrick Gallinari and
Thierry Arti{\`{e}}res and
Michael R. Alvers and
Matthias Zschunke and
Axel-Cyrille Ngonga Ngomo},
title = {BioASQ: {A} Challenge on Large-Scale Biomedical Semantic Indexing
and Question Answering},
booktitle = {Information Retrieval and Knowledge Discovery in Biomedical Text,
Papers from the 2012 {AAAI} Fall Symposium, Arlington, Virginia, USA,
November 2-4, 2012},
year = {2012},
crossref = {DBLP:conf/aaaifs/2012-5},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS12/paper/view/5600},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/aaaifs/TsatsaronisSPAAGGAAZN12.bib}
}

G. Bisson and C. Grimal, “Calcul de co-similarités sur des collections de matrices,” in SFC 2012 – Conférence de la Société Francophone de Classification, Marseille, France, 2012, p. 4p..
[Bibtex]

@inproceedings{bisson:hal-00741478,
title = {{Calcul de co-similarit{\'{e}}s sur des collections de matrices}},
author = {Bisson, Gilles and Grimal, Cl{\'{e}}ment},
hal_url = {https://hal.science/hal-00741478},
booktitle = {{SFC 2012 - Conf{\'{e}}rence de la Soci{\'{e}}t{\'{e}} Francophone de Classification}},
address = {Marseille, France},
pages = {4p.},
year = {2012},
month = Oct,
hal_id = {hal-00741478}
}

A. Douzal-Chouakria and C. Amblard, “Classification trees for time series,” Pattern recognit., vol. 45, iss. 3, p. 1076–1091, 2012.
[Bibtex]

@article{DBLP:journals/pr/ChouakriaA12,
author = {Ahlame Douzal-Chouakria and
C{\'{e}}cile Amblard},
title = {Classification trees for time series},
journal = {Pattern Recognit.},
volume = {45},
number = {3},
pages = {1076--1091},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2011.08.018},
doi = {10.1016/J.PATCOG.2011.08.018},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/pr/ChouakriaA12.bib},
hal_url = {https://hal.science/hal-00739066},
publisher = {{Elsevier}},
month = Mar,
keywords = {Time series proximity measures ; Supervised classification ; Classification trees ; Learning metric},
hal_id = {hal-00739066}
}

G. Bisson, “Co-clustering dans un contexte multivues,” in 5èmes Journées thématiques Apprentissage Artificiel & Fouille de Données, France, 2012.
[Bibtex]

@inproceedings{bisson:hal-00952835,
title = {{Co-clustering dans un contexte multivues}},
author = {Bisson, Gilles},
hal_url = {https://hal.science/hal-00952835},
booktitle = {{5{\`{e}}mes Journ{\'{e}}es th{\'{e}}matiques Apprentissage Artificiel \& Fouille de Donn{\'{e}}es}},
address = {France},
year = {2012},
hal_id = {hal-00952835}
}

G. Bisson and C. Grimal, “Co-clustering of multi-view datasets: A parallelizable approach,” in 12th IEEE international conference on data mining, ICDM 2012, brussels, belgium, december 10-13, 2012, Bruxelles, Belgium, 2012, p. 828–833.
[Bibtex]

@inproceedings{DBLP:conf/icdm/BissonG12,
author = {Gilles Bisson and
Cl{\'{e}}ment Grimal},
title = {Co-clustering of Multi-view Datasets: {A} Parallelizable Approach},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {828--833},
year = {2012},
crossref = {DBLP:conf/icdm/2012},
url = {https://doi.org/10.1109/ICDM.2012.93},
doi = {10.1109/ICDM.2012.93},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/icdm/BissonG12.bib},
hal_url = {https://hal.science/hal-00750751},
note = {Short session: Clustering 3 (DM806)},
address = {Bruxelles, Belgium},
month = Dec,
keywords = {Multiview ; Similarity Learning ; Co-clustering},
hal_id = {hal-00750751}
}

C. Metzig, G. Bisson, C. Amblard, and M. B. Gordon, “Comment définir un noyau semi-défini positif sur les graphes?,” in Conférence Francophone sur l’Apprentissage Automatique – CAp 2012, Nancy, France, 2012, pp. 223-237.
[Bibtex]

@inproceedings{metzig:hal-00741459,
title = {{Comment d{\'{e}}finir un noyau semi-d{\'{e}}fini positif sur les graphes?}},
author = {Metzig, Cornelia and Bisson, Gilles and Amblard, C{\'{e}}cile and Gordon, Mirta B.},
hal_url = {https://hal.science/hal-00741459},
booktitle = {{Conf{\'{e}}rence Francophone sur l'Apprentissage Automatique - CAp 2012}},
address = {Nancy, France},
editor = {Laurent Bougrain},
pages = {223-237},
year = {2012},
month = May,
pdf = {https://hal.science/hal-00741459/file/Metzig-Bisson-Amblard-Gordon-CAp2012.pdf},
hal_id = {hal-00741459}
}

A. Douzal-Chouakria, Contribution à l’analyse de données temporelles. (temporal data analysis), , 2012.
[Bibtex]

@book{DBLP:books/hal/DouzalChouakria12,
author = {Ahlame Douzal-Chouakria},
title = {Contribution {\`{a}} l'analyse de donn{\'{e}}es temporelles. (Temporal
Data Analysis)},
year = {2012},
url = {https://tel.archives-ouvertes.fr/tel-00908426},
timestamp = {Sat, 30 Sep 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/books/hal/DouzalChouakria12.bib}
}

Y. Lebrun, S. Kubicki, S. Lepreux, E. Adam, C. Kolski, R. Mandiau, F. Badeig, J. Caelen, C. Garbay, C. Perrot, V. Valls, K. Xue, H. Schultz, and C. Radigois, “De la table interactive TangiSense équipée de la technologie RFID au projet IMAGIT (Démonstration),” in FITG II + ArtLab, Forum sur l’Interaction Tactile et Gestuelle (FITG) et les rapports entre art, science et technologie (ArtLab), Tourcoing, France, 2012.
[Bibtex]

@inproceedings{lebrun:hal-03483993,
title = {{De la table interactive TangiSense {\'{e}}quip{\'{e}}e de la technologie RFID au projet IMAGIT (D{\'{e}}monstration)}},
author = {Lebrun, Yoann and Kubicki, S{\'{e}}bastien and Lepreux, Sophie and Adam, Emmanuel and Kolski, Christophe and Mandiau, Ren{\'{e}} and Badeig, Fabien and Caelen, Jean and Garbay, Catherine and Perrot, Christian and Valls, Valentin and Xue, Karine and Schultz, Herv{\'{e}} and Radigois, C.},
hal_url = {https://uphf.hal.science/hal-03483993},
booktitle = {{FITG II + ArtLab, Forum sur l'Interaction Tactile et Gestuelle (FITG) et les rapports entre art, science et technologie (ArtLab)}},
address = {Tourcoing, France},
year = {2012},
month = Sep,
hal_id = {hal-03483993}
}

A. Azim and O. Aycard, “Detection, classification and tracking of moving objects in a 3d environment,” in 2012 IEEE intelligent vehicles symposium, IV 2012, alcal de henares, madrid, spain, june 3-7, 2012, Alcalá de Henares, Spain, 2012, p. 802–807.
[Bibtex]

@inproceedings{DBLP:conf/ivs/AzimA12,
author = {Asma Azim and
Olivier Aycard},
title = {Detection, classification and tracking of moving objects in a 3D environment},
booktitle = {2012 {IEEE} Intelligent Vehicles Symposium, {IV} 2012, Alcal de Henares,
Madrid, Spain, June 3-7, 2012},
pages = {802--807},
year = {2012},
crossref = {DBLP:conf/ivs/2012},
url = {https://doi.org/10.1109/IVS.2012.6232303},
doi = {10.1109/IVS.2012.6232303},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ivs/AzimA12.bib},
hal_url = {https://hal.science/hal-00741139},
note = {Poster},
address = {Alcal{\'{a}} de Henares, Spain},
publisher = {{IEEE Conference Publications}},
month = Jun,
keywords = {Vehicle Environment Perception ; Automated Vehicles ; Image ; Radar ; Lidar Signal Processing},
hal_id = {hal-00741139}
}

M. Gordon, J. Nadal, D. Phan, and V. Semeshenko, “Discrete Choices under Social Influence, Generic Properties,” Mathematical Models and Methods in Applied Sciences, vol. 19, iss. supp01, pp. 1441-1481, 2012.
[Bibtex]

@article{gordon:halshs-04004539,
title = {{Discrete Choices under Social Influence, Generic Properties}},
author = {Gordon, Mirta and Nadal, Jean-Pierre and Phan, Denis and Semeshenko, Viktoriya},
hal_url = {https://shs.hal.science/halshs-04004539},
journal = {{Mathematical Models and Methods in Applied Sciences}},
publisher = {{World Scientific Publishing}},
volume = {19},
number = {supp01},
pages = {1441-1481},
year = {2012},
month = Apr,
doi = {10.1142/S0218202509003887},
keywords = {Discrete choice ; random field Ising models ; random utility models ; collective phenomena ; heterogeneous agents ; externalities ; social influence},
hal_id = {halshs-04004539},
pdf = {https://shs.hal.science/halshs-00135405/file/GoNaPhSe07_CustomersGeneralProperties.pdf}
}

C. Brouard, “Document classification by computing an echo in a very simple neural network,” in IEEE 24th international conference on tools with artificial intelligence, ICTAI 2012, athens, greece, november 7-9, 2012, Athènes, Greece, 2012, p. 735–741.
[Bibtex]

@inproceedings{DBLP:conf/ictai/Brouard12,
author = {Christophe Brouard},
title = {Document Classification by Computing an Echo in a Very Simple Neural
Network},
booktitle = {{IEEE} 24th International Conference on Tools with Artificial Intelligence,
{ICTAI} 2012, Athens, Greece, November 7-9, 2012},
pages = {735--741},
year = {2012},
crossref = {DBLP:conf/ictai/2012},
url = {https://doi.org/10.1109/ICTAI.2012.104},
doi = {10.1109/ICTAI.2012.104},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/ictai/Brouard12.bib},
hal_url = {https://hal.science/hal-00750745},
note = {Session: Machine Learning and Data Mining III},
address = {Ath{\`{e}}nes, Greece},
month = Nov,
hal_id = {hal-00750745}
}

M. Kovesi, C. Goutte, and M. Amini, “Fast on-line learning for multilingual categorization,” in The 35th international ACM SIGIR conference on research and development in information retrieval, SIGIR ’12, portland, or, usa, august 12-16, 2012, 2012, p. 1071–1072.
[Bibtex]

@inproceedings{DBLP:conf/sigir/KovesiGA12,
author = {Michelle Kovesi and
Cyril Goutte and
Massih-Reza Amini},
title = {Fast on-line learning for multilingual categorization},
booktitle = {The 35th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '12, Portland, OR, USA, August 12-16,
2012},
pages = {1071--1072},
year = {2012},
crossref = {DBLP:conf/sigir/2012},
url = {https://doi.org/10.1145/2348283.2348474},
doi = {10.1145/2348283.2348474},
timestamp = {Wed, 14 Nov 2018 10:58:10 +0100},
dblp_url = {https://dblp.org/rec/conf/sigir/KovesiGA12.bib}
}

R. O. C. García, J. Burlet, T. Vu, and O. Aycard, “Frontal object perception using radar and mono-vision,” in 2012 IEEE intelligent vehicles symposium, IV 2012, alcal de henares, madrid, spain, june 3-7, 2012, Alcalá de Henares, Spain, 2012, p. 159–164.
[Bibtex]

@inproceedings{DBLP:conf/ivs/GarciaBVA12,
author = {Ricardo Omar Ch{\'{a}}vez Garc{\'{\i}}a and
Julien Burlet and
Trung-Dung Vu and
Olivier Aycard},
title = {Frontal object perception using radar and mono-vision},
booktitle = {2012 {IEEE} Intelligent Vehicles Symposium, {IV} 2012, Alcal de Henares,
Madrid, Spain, June 3-7, 2012},
pages = {159--164},
year = {2012},
crossref = {DBLP:conf/ivs/2012},
url = {https://doi.org/10.1109/IVS.2012.6232307},
doi = {10.1109/IVS.2012.6232307},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
dblp_url = {https://dblp.org/rec/conf/ivs/GarciaBVA12.bib},
hal_url = {https://hal.science/hal-00741151},
note = {Poster},
address = {Alcal{\'{a}} de Henares, Spain},
publisher = {{IEEE Conference Publications}},
month = Jun,
keywords = {Information fusion ; Image ; Radar ; Lidar Signal Processing ; Integrated Safety Systems},
hal_id = {hal-00741151}
}

C. Metzig, G. Bisson, C. Amblard, and M. B. Gordon, “Graph Kernels – a Synthesis Note on Positive Definiteness,” in Actes de la conférence d’apprentissage CAp, France, 2012, pp. 223-237.
[Bibtex]

@inproceedings{metzig:hal-00952837,
title = {{Graph Kernels -- a Synthesis Note on Positive Definiteness}},
author = {Metzig, Cornelia and Bisson, Gilles and Amblard, C{\'{e}}cile and Gordon, Mirta B.},
hal_url = {https://hal.science/hal-00952837},
booktitle = {{Actes de la conf{\'{e}}rence d'apprentissage CAp}},
address = {France},
pages = {223-237},
year = {2012},
hal_id = {hal-00952837}
}

Q. Baig and O. Aycard, “Improving moving objects tracking using road model for laser data,” in 2012 IEEE intelligent vehicles symposium, IV 2012, alcal de henares, madrid, spain, june 3-7, 2012, Alcalá de Henares, Spain, 2012, p. 790–795.
[Bibtex]

@inproceedings{DBLP:conf/ivs/BaigA12,
author = {Qadeer Baig and
Olivier Aycard},
title = {Improving moving objects tracking using road model for laser data},
booktitle = {2012 {IEEE} Intelligent Vehicles Symposium, {IV} 2012, Alcal de Henares,
Madrid, Spain, June 3-7, 2012},
pages = {790--795},
year = {2012},
crossref = {DBLP:conf/ivs/2012},
url = {https://doi.org/10.1109/IVS.2012.6232300},
doi = {10.1109/IVS.2012.6232300},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ivs/BaigA12.bib},
hal_url = {https://hal.science/hal-00741150},
note = {Poster},
address = {Alcal{\'{a}} de Henares, Spain},
publisher = {{IEEE Conference Publications}},
month = Jun,
keywords = {DATMO ; Laser Scanner ; Occupancy Grid ; Perception ; Road Border Detection ; SLAM},
hal_id = {hal-00741150}
}

G. Bisson and R. Blanch, “Improving visualization of large hierarchical clustering,” in 16th international conference on information visualisation, IV 2012, montpellier, france, july 11-13, 2012, Montpellier, France, 2012, p. 220–228.
[Bibtex]

@inproceedings{DBLP:conf/iv/BissonB12,
author = {Gilles Bisson and
Renaud Blanch},
title = {Improving Visualization of Large Hierarchical Clustering},
booktitle = {16th International Conference on Information Visualisation, {IV} 2012,
Montpellier, France, July 11-13, 2012},
pages = {220--228},
year = {2012},
crossref = {DBLP:conf/iv/2012},
url = {https://doi.org/10.1109/IV.2012.45},
doi = {10.1109/IV.2012.45},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/iv/BissonB12.bib},
hal_url = {https://hal.science/hal-00740734},
address = {Montpellier, France},
publisher = {{IEEE Conference Publications}},
month = Jul,
keywords = {Chemoinformatics ; Data Mining ; Hierarchical Clustering ; Large Hierarchies ; Stacked Trees},
pdf = {https://hal.science/hal-00740734/file/Bisson-Blanch-IV2012.pdf},
hal_id = {hal-00740734}
}

M. Amini, D. Buffoni, P. Gallinari, T. -, and N. Usunier, “Learnable ranking models for automatic text summarization and information retrieval,” in Textual information access: statistical models, , 2012, p. 33–58.
[Bibtex]

@incollection{DBLP:books/wi/p/AminiBGTU12,
author = {Massih-Reza Amini and
David Buffoni and
Patrick Gallinari and
Tuong{-}Vinh Truong and
Nicolas Usunier},
title = {Learnable Ranking Models for Automatic Text Summarization and Information
Retrieval},
booktitle = {Textual Information Access: Statistical Models},
pages = {33--58},
year = {2012},
crossref = {DBLP:books/wi/GY2012},
timestamp = {Mon, 22 Feb 2016 17:45:21 +0100},
dblp_url = {https://dblp.org/rec/books/wi/p/AminiBGTU12.bib}
}

S. Aseervatham, É. Gaussier, A. Antoniadis, M. Burlet, and Y. Denneulin, “Logistic regression and text classification,” in Textual information access: statistical models, F. Y. Eric Gaussier, Ed., John Wiley & Sons, 2012, p. 61–84.
[Bibtex]

@incollection{DBLP:books/wi/p/AseervathamGABD12,
author = {Sujeevan Aseervatham and
{\'{E}}ric Gaussier and
Anestis Antoniadis and
Michel Burlet and
Yves Denneulin},
title = {Logistic Regression and Text Classification},
booktitle = {Textual Information Access: Statistical Models},
pages = {61--84},
year = {2012},
crossref = {DBLP:books/wi/GY2012},
timestamp = {Mon, 22 Feb 2016 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/books/wi/p/AseervathamGABD12.bib},
hal_url = {https://hal.science/hal-00741242},
hal_local_reference = {OSP},
editor = {Eric Gaussier, Fran{\c{c}}ois Yvon},
publisher = {{John Wiley \& Sons}},
series = {ISTE},
month = Apr,
hal_id = {hal-00741242}
}

É. Gaussier, “Modèles centrés utilisateurs pour la diffusion d’information dans les réseaux sociaux,” in MARAMI 2012 – Conférence sur les Modèles et l’Analyse des Réseaux : Approches Mathématiques et Informatiques, Villetaneuse, France, 2012.
[Bibtex]

@inproceedings{gaussier:hal-00741718,
title = {{Mod{\`{e}}les centr{\'{e}}s utilisateurs pour la diffusion d'information dans les r{\'{e}}seaux sociaux}},
author = {Gaussier, {\'{E}}ric},
hal_url = {https://hal.science/hal-00741718},
booktitle = {{MARAMI 2012 - Conf{\'{e}}rence sur les Mod{\`{e}}les et l'Analyse des R{\'{e}}seaux : Approches Math{\'{e}}matiques et Informatiques}},
address = {Villetaneuse, France},
year = {2012},
month = Oct,
hal_id = {hal-00741718}
}

B. Li and É. Gaussier, “Modèles d’information pour la recherche multilingue,” in CORIA (conférence en recherche d’infomations et applications) – CORIA 2012, 9th french information retrieval conference, bordeaux, france, march 21-23, 2012. proceedings, Bordeaux, France, 2012, p. 9–24.
[Bibtex]

@inproceedings{DBLP:conf/coria/LiG12,
author = {Bo Li and
{\'{E}}ric Gaussier},
title = {Mod{\`{e}}les d'information pour la recherche multilingue},
booktitle = {{CORIA} (Conf{\'{e}}rence en Recherche d'Infomations et Applications)
- {CORIA} 2012, 9th French Information Retrieval Conference, Bordeaux,
France, March 21-23, 2012. Proceedings},
pages = {9--24},
year = {2012},
crossref = {DBLP:conf/coria/2012},
url = {https://doi.org/10.24348/coria.2012.9},
doi = {10.24348/CORIA.2012.9},
timestamp = {Mon, 08 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/coria/LiG12.bib},
hal_url = {https://hal.science/hal-00741697},
note = {Session Multilingue, traitement automatique des langues},
address = {Bordeaux, France},
editor = {Michel Beigbeder and V{\'{e}}ronique Eglin and Nicolas Ragot and Mathias G{\'{e}}ry},
month = Mar,
keywords = {Cross-language information retrieval ; information models},
pdf = {https://hal.science/hal-00741697/file/Li-coria2012.pdf},
hal_id = {hal-00741697}
}

C. Lagnier, É. Gaussier, and F. Kawala, “Modéliser l’utilisateur pour la diffusion de l’information dans les réseaux sociaux,” Ingénierie des systèmes d inf., vol. 17, iss. 6, p. 115–136, 2012.
[Bibtex]

@article{DBLP:journals/isi/LagnierGK12,
author = {C{\'{e}}dric Lagnier and
{\'{E}}ric Gaussier and
Fran{\c{c}}ois Kawala},
title = {Mod{\'{e}}liser l'utilisateur pour la diffusion de l'information dans
les r{\'{e}}seaux sociaux},
journal = {Ing{\'{e}}nierie des Syst{\`{e}}mes d Inf.},
volume = {17},
number = {6},
pages = {115--136},
year = {2012},
url = {https://doi.org/10.3166/isi.17.6.115-136},
doi = {10.3166/ISI.17.6.115-136},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/isi/LagnierGK12.bib}
}

C. Lagnier, É. Gaussier, and F. Kawala, “Modéliser l’utilisateur pour la diffusion de l’information dans les réseaux sociaux,” Revue des Sciences et Technologies de l’Information – Série ISI : Ingénierie des Systèmes d’Information, vol. 17, iss. 3, pp. 1-22, 2012.
[Bibtex]

@article{lagnier:hal-00741416,
title = {{Mod{\'{e}}liser l'utilisateur pour la diffusion de l'information dans les r{\'{e}}seaux sociaux}},
author = {Lagnier, C{\'{e}}dric and Gaussier, {\'{E}}ric and Kawala, Fran{\c{c}}ois},
hal_url = {https://hal.science/hal-00741416},
note = {Num{\'{e}}ro sp{\'{e}}cial sur ''Syst{\`{e}}mes d'information : impact des r{\'{e}}seaux sociaux''},
journal = {{Revue des Sciences et Technologies de l'Information - S{\'{e}}rie ISI : Ing{\'{e}}nierie des Syst{\`{e}}mes d'Information}},
publisher = {{Lavoisier}},
volume = {17},
number = {3},
pages = {1-22},
year = {2012},
keywords = {Social Networks ; Information Diffusion ; Machine Learning},
pdf = {https://hal.science/hal-00741416/file/Lagnier-ISI2012.pdf},
hal_id = {hal-00741416}
}

F. Badeig, C. Garbay, V. Valls, and J. Caelen, “Normative approach for socio-physical computing – an application to distributed tangible interaction,” in ICAART 2012 – proceedings of the 4th international conference on agents and artificial intelligence, volume 2 – agents, vilamoura, algarve, portugal, 6-8 february, 2012, Vilamoura, Algarve, Portugal, 2012, p. 309–312.
[Bibtex]

@inproceedings{DBLP:conf/icaart/BadeigGVC12,
author = {Fabien Badeig and
Catherine Garbay and
Valentin Valls and
Jean Caelen},
title = {Normative Approach for Socio-physical Computing - An Application to
Distributed Tangible Interaction},
booktitle = {{ICAART} 2012 - Proceedings of the 4th International Conference on
Agents and Artificial Intelligence, Volume 2 - Agents, Vilamoura,
Algarve, Portugal, 6-8 February, 2012},
pages = {309--312},
year = {2012},
crossref = {DBLP:conf/icaart/2012-2},
timestamp = {Thu, 03 May 2012 18:02:12 +0200},
dblp_url = {https://dblp.org/rec/conf/icaart/BadeigGVC12.bib},
hal_url = {https://hal.science/hal-00740457},
note = {Poster},
address = {Vilamoura, Algarve, Portugal},
editor = {Joaquim Filipe and Ana L. N. Fred},
publisher = {{SciTePress}},
volume = {2},
month = Feb,
keywords = {Ambient Intelligence ; Tangible Distributed Interfaces ; Activity Theory ; Norms ; Multi-agent system},
pdf = {https://hal.science/hal-00740457/file/Badeig-Garbay-Valls-ICAART2012.pdf},
hal_id = {hal-00740457}
}

C. Garbay, F. Badeig, and J. Caelen, “Normative multi-agent approach to support collaborative work in distributed tangible environments,” in CSCW ’12 computer supported cooperative work, seattle, wa, usa, february 11-15, 2012 – companion volume, Seattle, Washington, United States, 2012, p. 83–86.
[Bibtex]

@inproceedings{DBLP:conf/cscw/GarbayBC12,
author = {Catherine Garbay and
Fabien Badeig and
Jean Caelen},
title = {Normative multi-agent approach to support collaborative work in distributed
tangible environments},
booktitle = {{CSCW} '12 Computer Supported Cooperative Work, Seattle, WA, USA,
February 11-15, 2012 - Companion Volume},
pages = {83--86},
year = {2012},
crossref = {DBLP:conf/cscw/2012},
url = {https://doi.org/10.1145/2141512.2141548},
doi = {10.1145/2141512.2141548},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/cscw/GarbayBC12.bib},
hal_url = {https://hal.science/hal-00739129},
address = {Seattle, Washington, United States},
publisher = {{ACM}},
month = Feb,
keywords = {virtual or physical ; Collaboration architectures ; Computer-mediated communi- cation ; Community analysis and support ; virtual or physical.},
pdf = {https://hal.science/hal-00739129/file/Garbay-Badeig-Caelen-CSCW2012.pdf},
hal_id = {hal-00739129}
}

R. Babbar, I. Partalas, É. Gaussier, and C. Amblard, “On empirical tradeoffs in large scale hierarchical classification,” in 21st ACM international conference on information and knowledge management, cikm’12, maui, hi, usa, october 29 – november 02, 2012, Sheraton, Maui HI, United States, 2012, p. 2299–2302.
[Bibtex]

@inproceedings{DBLP:conf/cikm/BabbarPGA12,
author = {Rohit Babbar and
Ioannis Partalas and
{\'{E}}ric Gaussier and
C{\'{e}}cile Amblard},
title = {On empirical tradeoffs in large scale hierarchical classification},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {2299--2302},
year = {2012},
crossref = {DBLP:conf/cikm/2012},
url = {https://doi.org/10.1145/2396761.2398625},
doi = {10.1145/2396761.2398625},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/cikm/BabbarPGA12.bib},
hal_url = {https://hal.science/hal-00750897},
note = {Poster paper 0344},
address = {Sheraton, Maui HI, United States},
month = Oct,
keywords = {Hierarchical classification ; Empirical Tradeoffs},
pdf = {https://hal.science/hal-00750897/file/Babbar-Partalas-Gaussier-Amblard-2012CIKM.pdf},
hal_id = {hal-00750897}
}

B. Piwowarski, M. Amini, and M. Lalmas, “On using a quantum physics formalism for multidocument summarization,” J. assoc. inf. sci. technol., vol. 63, iss. 5, p. 865–888, 2012.
[Bibtex]

@article{DBLP:journals/jasis/PiwowarskiAL12,
author = {Benjamin Piwowarski and
Massih-Reza Amini and
Mounia Lalmas},
title = {On using a quantum physics formalism for multidocument summarization},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {63},
number = {5},
pages = {865--888},
year = {2012},
url = {https://doi.org/10.1002/asi.21713},
doi = {10.1002/ASI.21713},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/jasis/PiwowarskiAL12.bib},
hal_url = {https://hal.science/hal-01172685},
publisher = {{Association for Information Science and Technology (ASIS\&T)}},
month = May,
hal_id = {hal-01172685}
}

S. Clinchant and É. Gaussier, “Probabilistic models for information retrieval,” in Textual information access: statistical models, F. Y. Eric Gaussier, Ed., John Wiley & Sons, 2012, p. 3–32.
[Bibtex]

@incollection{DBLP:books/wi/p/ClinchantG12,
author = {St{\'{e}}phane Clinchant and
{\'{E}}ric Gaussier},
title = {Probabilistic Models for Information Retrieval},
booktitle = {Textual Information Access: Statistical Models},
pages = {3--32},
year = {2012},
crossref = {DBLP:books/wi/GY2012},
timestamp = {Mon, 22 Feb 2016 17:45:21 +0100},
dblp_url = {https://dblp.org/rec/books/wi/p/ClinchantG12.bib},
hal_url = {https://hal.science/hal-00741230},
editor = {Eric Gaussier, Fran{\c{c}}ois Yvon},
publisher = {{John Wiley \& Sons}},
series = {ISTE},
month = Apr,
hal_id = {hal-00741230}
}

J. Fontecave-Jallon, P. Calabrese, B. Vettier, C. Garbay, and P. Baconnier, “Sequential physiological analysis of daily-life recordings,” Fundamental & Clinical Pharmacology, vol. 26, pp. 123-137, 2012.
[Bibtex]

@article{fontecavejallon:hal-00947953,
title = {{Sequential physiological analysis of daily-life recordings}},
author = {Fontecave-Jallon, Julie and Calabrese, Pascale and Vettier, Beno{\^{i}}t and Garbay, Catherine and Baconnier, Pierre},
hal_url = {https://hal.science/hal-00947953},
journal = {{Fundamental \& Clinical Pharmacology}},
publisher = {{Wiley}},
volume = {26},
pages = {123-137},
year = {2012},
keywords = {physiological state ; daily life ; monitoring},
hal_id = {hal-00947953}
}

G. Bisson and R. Blanch, “Stacked trees: a new hybrid visualization method,” in International working conference on advanced visual interfaces, AVI 2012, capri island, naples, italy, may 22-25, 2012, proceedings, Naples, Italy, 2012, p. 709–712.
[Bibtex]

@inproceedings{DBLP:conf/avi/BissonB12,
author = {Gilles Bisson and
Renaud Blanch},
title = {Stacked trees: a new hybrid visualization method},
booktitle = {International Working Conference on Advanced Visual Interfaces, {AVI}
2012, Capri Island, Naples, Italy, May 22-25, 2012, Proceedings},
pages = {709--712},
year = {2012},
crossref = {DBLP:conf/avi/2012},
url = {https://doi.org/10.1145/2254556.2254690},
doi = {10.1145/2254556.2254690},
timestamp = {Tue, 06 Nov 2018 16:58:13 +0100},
dblp_url = {https://dblp.org/rec/conf/avi/BissonB12.bib},
hal_url = {https://hal.science/hal-00750402},
note = {Poster},
address = {Naples, Italy},
editor = {Genny Tortora and Stefano Levialdi and Maurizio Tucci},
publisher = {{ACM}},
month = May,
keywords = {Hierarchical Clustering ; Stacked Trees ; Large Dendrograms},
hal_id = {hal-00750402}
}

C. Garbay, F. Badeig, and J. Caelen, “Supporting collaborative work in socio-physical environments: A normative approach,” in From research to practice in the design of cooperative systems: results and open challenges, proceedings of the 10th international conference on the design of cooperative systems, COOP 2012, marseille, france, may 30 – 1 june, 2012, Marseille, France, 2012, p. 213–228.
[Bibtex]

@inproceedings{DBLP:conf/coop/GarbayBC12,
author = {Catherine Garbay and
Fabien Badeig and
Jean Caelen},
title = {Supporting Collaborative Work in Socio-Physical Environments: {A}
Normative Approach},
booktitle = {From Research to Practice in the Design of Cooperative Systems: Results
and Open Challenges, Proceedings of the 10th International Conference
on the Design of Cooperative Systems, {COOP} 2012, Marseille, France,
May 30 - 1 June, 2012},
pages = {213--228},
year = {2012},
crossref = {DBLP:conf/coop/2012},
url = {https://doi.org/10.1007/978-1-4471-4093-1\_15},
doi = {10.1007/978-1-4471-4093-1\_15},
timestamp = {Wed, 04 May 2022 13:03:26 +0200},
dblp_url = {https://dblp.org/rec/conf/coop/GarbayBC12.bib},
hal_url = {https://hal.science/hal-00740640},
address = {Marseille, France},
editor = {Julie Dugdale and C{\'{e}}dric Masclet and Maria Antonietta Grasso and Jean-Fran{\c{c}}ois Boujut and Parina Hassanaly},
publisher = {{Springer London}},
month = May,
keywords = {Collaboration architectures ; Tangible Distributed Interfaces ; Activity Theory ; Normative Multi-Agent Systems},
pdf = {https://hal.science/hal-00740640/file/Garbay-Badeig-Caelen-COOP2012.pdf},
hal_id = {hal-00740640}
}

S. Clinchant and E. Gaussier, “Textual information access: statistical models,” in Textual Information Access: Statistical Models, Gaussier, Eric, Yvon, and François, Eds., ISTE, 2012, p. 27–64.
[Bibtex]

@incollection{clinchant:hal-00952995,
title = {{Textual information access: statistical models}},
author = {Clinchant, St{\'{e}}phane and Gaussier, Eric},
hal_url = {https://hal.science/hal-00952995},
booktitle = {{Textual Information Access: Statistical Models}},
editor = {Gaussier and Eric and Yvon and Fran{\c{c}}ois},
publisher = {{ISTE}},
pages = {27--64},
year = {2012},
hal_id = {hal-00952995}
}

É. Gaussier and F. Yvon, Textual Information Access: Statistical Models, John Wiley & Sons, 2012.
[Bibtex]

@book{gaussier:hal-00741271,
title = {{Textual Information Access: Statistical Models}},
author = {Gaussier, {\'{E}}ric and Yvon, Fran{\c{c}}ois},
hal_url = {https://hal.science/hal-00741271},
publisher = {{John Wiley \& Sons}},
pages = {448},
year = {2012},
month = Apr,
hal_id = {hal-00741271}
}

F. Meyer, F. Fessant, F. Clérot, and É. Gaussier, “Toward a new protocol to evaluate recommender systems,” in Proceedings of the workshop on recommendation utility evaluation: beyond rmse, RUE 2012, dublin, ireland, september 9, 2012, 2012, p. 9–14.
[Bibtex]

@inproceedings{DBLP:conf/recsys/MeyerFCG12,
author = {Frank Meyer and
Fran{\c{c}}oise Fessant and
Fabrice Cl{\'{e}}rot and
{\'{E}}ric Gaussier},
title = {Toward a New Protocol to Evaluate Recommender Systems},
booktitle = {Proceedings of the Workshop on Recommendation Utility Evaluation:
Beyond RMSE, {RUE} 2012, Dublin, Ireland, September 9, 2012},
pages = {9--14},
year = {2012},
crossref = {DBLP:conf/recsys/2012rue},
url = {https://ceur-ws.org/Vol-910/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:14 +0100},
dblp_url = {https://dblp.org/rec/conf/recsys/MeyerFCG12.bib}
}

F. Meyer, F. Fessant, F. Clérot, and É. Gaussier, “Toward a new protocol to evaluate recommender systems,” Corr, vol. abs/1209.1983, 2012.
[Bibtex]

@article{DBLP:journals/corr/abs-1209-1983,
author = {Frank Meyer and
Fran{\c{c}}oise Fessant and
Fabrice Cl{\'{e}}rot and
{\'{E}}ric Gaussier},
title = {Toward a New Protocol to Evaluate Recommender Systems},
journal = {CoRR},
volume = {abs/1209.1983},
year = {2012},
url = {http://arxiv.org/abs/1209.1983},
eprinttype = {arXiv},
eprint = {1209.1983},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/corr/abs-1209-1983.bib}
}

S. Clinchant and É. Gaussier, “Une analyse théorique des modèles de rétro-pertinence,” Document numérique, vol. 15, iss. 1, p. 125–146, 2012.
[Bibtex]

@article{DBLP:journals/dn/ClinchantG12,
author = {St{\'{e}}phane Clinchant and
{\'{E}}ric Gaussier},
title = {Une analyse th{\'{e}}orique des mod{\`{e}}les de r{\'{e}}tro-pertinence},
journal = {Document Num{\'{e}}rique},
volume = {15},
number = {1},
pages = {125--146},
year = {2012},
url = {https://doi.org/10.3166/dn.15.1.125-146},
doi = {10.3166/DN.15.1.125-146},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/dn/ClinchantG12.bib}
}

G. Bisson and C. Grimal, “Une architecture parallélisable pour la co-classification de vues multiples,” in MARAMI 2012 – Conférence sur les Modèles et l’Analyse des Réseaux : Approches Mathématiques et Informatiques, Villetaneuse, France, 2012, p. 9p..
[Bibtex]

@inproceedings{bisson:hal-00741475,
title = {{Une architecture parall{\'{e}}lisable pour la co-classification de vues multiples}},
author = {Bisson, Gilles and Grimal, Cl{\'{e}}ment},
hal_url = {https://hal.science/hal-00741475},
booktitle = {{MARAMI 2012 - Conf{\'{e}}rence sur les Mod{\`{e}}les et l'Analyse des R{\'{e}}seaux : Approches Math{\'{e}}matiques et Informatiques}},
address = {Villetaneuse, France},
pages = {9p.},
year = {2012},
month = Oct,
hal_id = {hal-00741475}
}

T. Pham, P. Mulhem, L. Maisonnasse, É. Gaussier, and J. -, “Visual graph modeling for scene recognition and mobile robot localization,” Multim. tools appl., vol. 60, iss. 2, p. 419–441, 2012.
[Bibtex]

@article{DBLP:journals/mta/PhamMMGL12,
author = {Trong-Ton Pham and
Philippe Mulhem and
Lo{\"{\i}}c Maisonnasse and
{\'{E}}ric Gaussier and
Joo{-}Hwee Lim},
title = {Visual graph modeling for scene recognition and mobile robot localization},
journal = {Multim. Tools Appl.},
volume = {60},
number = {2},
pages = {419--441},
year = {2012},
url = {https://doi.org/10.1007/s11042-010-0598-8},
doi = {10.1007/S11042-010-0598-8},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/mta/PhamMMGL12.bib},
hal_url = {https://hal.science/hal-00742059},
note = {From the issue entitled ''Content-based Multimedia Indexing''},
publisher = {{Springer Verlag}},
month = Sep,
keywords = {Graph theory ; Information retrieval ; Language model ; Scene Recognition ; Robot localization},
pdf = {https://hal.science/hal-00742059/file/Pham-al_MulltimediaTools_Appl.2012.pdf},
hal_id = {hal-00742059}
}

2011

M. Yguel and O. Aycard, “3d mapping of outdoor environment using clustering techniques,” in IEEE 23rd international conference on tools with artificial intelligence, ICTAI 2011, boca raton, fl, usa, november 7-9, 2011, Boca Raton, Florida, United States, 2011, p. 403–408.
[Bibtex]

@inproceedings{DBLP:conf/ictai/YguelA11,
author = {Manuel Yguel and
Olivier Aycard},
title = {3D Mapping of Outdoor Environment Using Clustering Techniques},
booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
{ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
pages = {403--408},
year = {2011},
crossref = {DBLP:conf/ictai/2011},
url = {https://doi.org/10.1109/ICTAI.2011.66},
doi = {10.1109/ICTAI.2011.66},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/ictai/YguelA11.bib},
hal_url = {https://hal.science/hal-00742597},
address = {Boca Raton, Florida, United States},
publisher = {{IEEE Computer Society}},
month = Nov,
keywords = {Data Modeling ; Learning ; Perception ; Sensor Data Processing},
hal_id = {hal-00742597}
}

S. Clinchant and É. Gaussier, “A document frequency constraint for pseudo-relevance feedback models,” in Conférence en recherche d’infomations et applications – CORIA 2011, 8th french information retrieval conference, avignon, france, march 16-18, 2011. proceedings, Avignon, France, 2011, p. 73–88.
[Bibtex]

@inproceedings{DBLP:conf/coria/ClinchantG11,
author = {St{\'{e}}phane Clinchant and
{\'{E}}ric Gaussier},
title = {A Document Frequency Constraint for Pseudo-Relevance Feedback Models},
booktitle = {COnf{\'{e}}rence en Recherche d'Infomations et Applications - {CORIA}
2011, 8th French Information Retrieval Conference, Avignon, France,
March 16-18, 2011. Proceedings},
pages = {73--88},
year = {2011},
crossref = {DBLP:conf/coria/2011},
url = {https://doi.org/10.24348/coria.2011.73},
doi = {10.24348/CORIA.2011.73},
timestamp = {Mon, 08 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/coria/ClinchantG11.bib},
hal_url = {https://hal.science/hal-00744097},
note = {Session Retour de pertinence et Enrichissement de requ{\^{e}}tes},
address = {Avignon, France},
month = Mar,
keywords = {IR theoretical models ; pseudo-relevance feedback},
pdf = {https://hal.science/hal-00744097/file/Clinchant-Gaussier_CORIA11_web.pdf},
hal_id = {hal-00744097}
}

O. Aycard, T. Vu, Q. Baig, and T. Fraichard, “A generic architecture for dynamic outdoor environment,” in IEEE 23rd international conference on tools with artificial intelligence, ICTAI 2011, boca raton, fl, usa, november 7-9, 2011, Boca Raton, Florida, United States, 2011, p. 585–590.
[Bibtex]

@inproceedings{DBLP:conf/ictai/AycardVBF11,
author = {Olivier Aycard and
Trung-Dung Vu and
Qadeer Baig and
Thierry Fraichard},
title = {A Generic Architecture for Dynamic Outdoor Environment},
booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
{ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
pages = {585--590},
year = {2011},
crossref = {DBLP:conf/ictai/2011},
url = {https://doi.org/10.1109/ICTAI.2011.93},
doi = {10.1109/ICTAI.2011.93},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/ictai/AycardVBF11.bib},
hal_url = {https://inria.hal.science/inria-00625492},
address = {Boca Raton, Florida, United States},
month = Nov,
keywords = {Sensor Data Processing ; Sensor Data Modeling ; Reasoning ; Perception},
pdf = {https://inria.hal.science/inria-00625492/file/11-ictai-baig-etal.pdf},
hal_id = {inria-00625492}
}

C. Grimal and G. Bisson, “Amélioration de la co-similarité pour la classification de documents,” in CAp 2011 – Conférence Francophone d’Apprentissage, Chambéry, France, 2011, pp. 199-215.
[Bibtex]

@inproceedings{grimal:hal-00743259,
title = {{Am{\'{e}}lioration de la co-similarit{\'{e}} pour la classification de documents}},
author = {Grimal, Cl{\'{e}}ment and Bisson, Gilles},
hal_url = {https://hal.science/hal-00743259},
note = {Publication sur Publibook {\`{a}} paraitre},
booktitle = {{CAp 2011 - Conf{\'{e}}rence Francophone d'Apprentissage}},
address = {Chamb{\'{e}}ry, France},
publisher = {{Publibook}},
series = {PUAG (Presses Universitaires des Antilles et de la Guyane)},
pages = {199-215},
year = {2011},
month = May,
keywords = {co-clustering ; similarity measure ; text mining},
pdf = {https://hal.science/hal-00743259/file/Grimal-Bisson-CAp2011.pdf},
hal_id = {hal-00743259}
}

F. Meyer, É. Gaussier, F. Clérot, and J. Schluth, “Apport des données thématiques dans les systèmes de recommandation : hybridation et démarrage à froid,” in Extraction et gestion des connaissances (egc’2011), actes, 25 au 29 janvier 2011, brest, france, Brest, France, 2011, p. 215–220.
[Bibtex]

@inproceedings{DBLP:conf/f-egc/MeyerGCS11,
author = {Frank Meyer and
{\'{E}}ric Gaussier and
Fabrice Cl{\'{e}}rot and
Julien Schluth},
title = {Apport des donn{\'{e}}es th{\'{e}}matiques dans les syst{\`{e}}mes
de recommandation : hybridation et d{\'{e}}marrage {\`{a}} froid},
booktitle = {Extraction et gestion des connaissances (EGC'2011), Actes, 25 au 29
janvier 2011, Brest, France},
pages = {215--220},
year = {2011},
crossref = {DBLP:conf/f-egc/2011},
url = {http://editions-rnti.fr/?inprocid=1000947},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
dblp_url = {https://dblp.org/rec/conf/f-egc/MeyerGCS11.bib},
hal_url = {https://hal.science/hal-00744261},
note = {Article court - Session 2.2.2 : Syst{\`{e}}me de recommandation},
address = {Brest, France},
editor = {Djamel A. Zighed, Gilles Venturini},
publisher = {{Hermann}},
series = {Revue des Nouvelles Technologies de l'Information (RNTI - EGC 2011)},
volume = {RNTI-E-20},
month = Jan,
hal_id = {hal-00744261}
}

C. Frambourg, A. Douzal-Chouakria, É. Gaussier, and J. Demongeot, “Apprentissage de couplages pour la discrimination de séries temporelles,” in CAp 2011 – Conférence Francophone d’Apprentissage, Chambéry, France, 2011, pp. 151-166.
[Bibtex]

@inproceedings{frambourg:hal-00744205,
title = {{Apprentissage de couplages pour la discrimination de s{\'{e}}ries temporelles}},
author = {Frambourg, C{\'{e}}dric and Douzal-Chouakria, Ahlame and Gaussier, {\'{E}}ric and Demongeot, Jacques},
hal_url = {https://hal.science/hal-00744205},
note = {Session 6 - Apprentissage de similarit{\'{e}}s},
booktitle = {{CAp 2011 - Conf{\'{e}}rence Francophone d'Apprentissage}},
address = {Chamb{\'{e}}ry, France},
pages = {151-166},
year = {2011},
month = May,
pdf = {https://hal.science/hal-00744205/file/Frambourg-Douzal-GaussierCap.pdf},
hal_id = {hal-00744205}
}

S. Aseervatham, A. Antoniadis, É. Gaussier, M. Burlet, and Y. Denneulin, “A sparse version of the ridge logistic regression for large-scale text categorization,” Pattern recognit. lett., vol. 32, iss. 2, p. 101–106, 2011.
[Bibtex]

@article{DBLP:journals/prl/AseervathamAGBD11,
author = {Sujeevan Aseervatham and
Anestis Antoniadis and
{\'{E}}ric Gaussier and
Michel Burlet and
Yves Denneulin},
title = {A sparse version of the ridge logistic regression for large-scale
text categorization},
journal = {Pattern Recognit. Lett.},
volume = {32},
number = {2},
pages = {101--106},
year = {2011},
url = {https://doi.org/10.1016/j.patrec.2010.09.023},
doi = {10.1016/J.PATREC.2010.09.023},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/prl/AseervathamAGBD11.bib},
hal_url = {https://hal.science/hal-00633629},
hal_local_reference = {OSP},
publisher = {{Elsevier}},
month = Jan,
keywords = {Logistic regression ; Model selection ; Text categorization ; Large scale categorization},
pdf = {https://hal.science/hal-00633629/file/Aseervatham-PatternRecognitionLetter2011.pdf},
hal_id = {hal-00633629}
}

B. Li, É. Gaussier, and A. N. Aizawa, “Clustering comparable corpora for bilingual lexicon extraction,” in The 49th annual meeting of the association for computational linguistics: human language technologies, proceedings of the conference, 19-24 june, 2011, portland, oregon, USA – short papers, Portland, Oregon, United States, 2011, p. 473–478.
[Bibtex]

@inproceedings{DBLP:conf/acl/LiGA11,
author = {Bo Li and
{\'{E}}ric Gaussier and
Akiko N. Aizawa},
title = {Clustering Comparable Corpora For Bilingual Lexicon Extraction},
booktitle = {The 49th Annual Meeting of the Association for Computational Linguistics:
Human Language Technologies, Proceedings of the Conference, 19-24
June, 2011, Portland, Oregon, {USA} - Short Papers},
pages = {473--478},
year = {2011},
crossref = {DBLP:conf/acl/2011s},
url = {https://aclanthology.org/P11-2083/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/acl/LiGA11.bib},
hal_url = {https://hal.science/hal-00742264},
note = {Poster Session (short paper)},
address = {Portland, Oregon, United States},
publisher = {{Association for Computational Linguistics}},
month = Jun,
pdf = {https://hal.science/hal-00742264/file/Li-Gaussier-Azawa-ACL_11_web.pdf},
hal_id = {hal-00742264}
}

S. Wieczorek, S. Aci, G. Bisson, M. B. Gordon, L. Lafanechere, E. Maréchal, and S. Roy, “Clustering Libraries of Compounds into Families: Asymmetry-Based Similarity Measure to Categorize Small Molecules,” in Bioinformatics – Computational Biology and Modeling, N. S. Yang, Ed., InTech, 2011, pp. 229-244.
[Bibtex]

@incollection{wieczorek:hal-00636849,
title = {{Clustering Libraries of Compounds into Families: Asymmetry-Based Similarity Measure to Categorize Small Molecules}},
author = {Wieczorek, Samuel and Aci, Samia and Bisson, Gilles and Gordon, Mirta B. and Lafanechere, Laurence and Mar{\'{e}}chal, Eric and Roy, Sylvaine},
hal_url = {https://hal.science/hal-00636849},
booktitle = {{Bioinformatics - Computational Biology and Modeling}},
editor = {N.S. Yang},
publisher = {{InTech}},
pages = {229-244},
year = {2011},
keywords = {high throughput screening ; small molecule discovery ; bioinformatics},
pdf = {https://hal.science/hal-00636849/file/Wieckzorek-Aci-Bisson-etal-ML_ScreeningData.pdf},
hal_id = {hal-00636849}
}

L. Bo, É. Gaussier, E. Morin, and A. Hazem, “Degré de comparabilité, extraction lexicale bilingue et recherche d’information interlingue,” in TALN 2011 – Conférence sur le Traitement Automatique des Langues Naturelles, Montpellier, France, 2011, pp. 211-222.
[Bibtex]

@inproceedings{bo:hal-00608471,
title = {{Degr{\'{e}} de comparabilit{\'{e}}, extraction lexicale bilingue et recherche d'information interlingue}},
author = {Bo, Li and Gaussier, {\'{E}}ric and Morin, Emmanuel and Hazem, Amir},
hal_url = {https://hal.science/hal-00608471},
booktitle = {{TALN 2011 - Conf{\'{e}}rence sur le Traitement Automatique des Langues Naturelles}},
address = {Montpellier, France},
editor = {Mathieu Lafourcade, Violaine Prince},
publisher = {{LIRMM Montpellier}},
volume = {1},
pages = {211-222},
year = {2011},
month = Jun,
keywords = {Corpus comparables ; comparabilit{\'{e}} ; lexiques bilingues ; recherche d'information interlingue},
pdf = {https://hal.science/hal-00608471/file/Li_taln11_submission_50.pdf},
hal_id = {hal-00608471}
}

B. Li, É. Gaussier, E. Morin, and A. Hazem, “Degré de comparabilité, extraction lexicale bilingue et recherche d’information interlingue (degree of comparability, bilingual lexical extraction and cross-language information retrieval),” in Actes de la 18e conférence sur le traitement automatique des langues naturelles. articles longs, TALN 2011, montpellier, france, june 2011, 2011, p. 141–152.
[Bibtex]

@inproceedings{DBLP:conf/taln/LiGMH11,
author = {Bo Li and
{\'{E}}ric Gaussier and
Emmanuel Morin and
Amir Hazem},
title = {Degr{\'{e}} de comparabilit{\'{e}}, extraction lexicale bilingue et
recherche d'information interlingue (Degree of comparability, bilingual
lexical extraction and cross-language information retrieval)},
booktitle = {Actes de la 18e conf{\'{e}}rence sur le Traitement Automatique des
Langues Naturelles. Articles longs, {TALN} 2011, Montpellier, France,
June 2011},
pages = {141--152},
year = {2011},
crossref = {DBLP:conf/taln/2011-1},
url = {https://aclanthology.org/2011.jeptalnrecital-long.13/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/taln/LiGMH11.bib}
}

S. Clinchant and É. Gaussier, “Do IR models satisfy the TDC retrieval constraint,” in Proceeding of the 34th international ACM SIGIR conference on research and development in information retrieval, SIGIR 2011, beijing, china, july 25-29, 2011, Beijing, China, 2011, p. 1155–1156.
[Bibtex]

@inproceedings{DBLP:conf/sigir/ClinchantG11,
author = {St{\'{e}}phane Clinchant and
{\'{E}}ric Gaussier},
title = {Do {IR} models satisfy the {TDC} retrieval constraint},
booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
July 25-29, 2011},
pages = {1155--1156},
year = {2011},
crossref = {DBLP:conf/sigir/2011},
url = {https://doi.org/10.1145/2009916.2010096},
doi = {10.1145/2009916.2010096},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
dblp_url = {https://dblp.org/rec/conf/sigir/ClinchantG11.bib},
hal_url = {https://hal.science/hal-00742614},
note = {Poster},
address = {Beijing, China},
publisher = {{ACM}},
month = Jul,
keywords = {axiomatic constraint ; TDC constraint},
pdf = {https://hal.science/hal-00742614/file/Clinchant-sigir2011.pdf},
hal_id = {hal-00742614}
}

C. Brouard, “Echo at the LSHTC Pascal Challenge 2,” in Joint ECML/PKDD PASCAL Workshop on Large-Scale Hierarchical Classification (LSHC2), Athens, Greece, 2011, pp. 49-57.
[Bibtex]

@inproceedings{brouard:hal-00742646,
title = {{Echo at the LSHTC Pascal Challenge 2}},
author = {Brouard, Christophe},
hal_url = {https://hal.science/hal-00742646},
booktitle = {{Joint ECML/PKDD PASCAL Workshop on Large-Scale Hierarchical Classification (LSHC2)}},
address = {Athens, Greece},
publisher = {{George Paliouras, Eric Gaussier, Aris Kosmopoulos, Ion Androutsopoulos, Thierry Arti{\`{e}}res, Patrick Gallinari}},
pages = {49-57},
year = {2011},
month = Sep,
keywords = {classification ; neural network ; spreading activation method},
pdf = {https://hal.science/hal-00742646/file/Brouard-ECML2011_Pistou.pdf},
hal_id = {hal-00742646}
}

Q. Baig, O. Aycard, T. Vu, and T. Fraichard, “Fusion between laser and stereo vision data for moving objects tracking in intersection like scenario,” in IEEE intelligent vehicles symposium (iv), 2011, baden-baden, germany, june 5-9, 2011, Baden-Baden, Germany, 2011, p. 362–367.
[Bibtex]

@inproceedings{DBLP:conf/ivs/BaigAVF11,
author = {Qadeer Baig and
Olivier Aycard and
Trung-Dung Vu and
Thierry Fraichard},
title = {Fusion between laser and stereo vision data for moving objects tracking
in intersection like scenario},
booktitle = {{IEEE} Intelligent Vehicles Symposium (IV), 2011, Baden-Baden, Germany,
June 5-9, 2011},
pages = {362--367},
year = {2011},
crossref = {DBLP:conf/ivs/2011},
url = {https://doi.org/10.1109/IVS.2011.5940576},
doi = {10.1109/IVS.2011.5940576},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
dblp_url = {https://dblp.org/rec/conf/ivs/BaigAVF11.bib},
hal_url = {https://inria.hal.science/inria-00625511},
address = {Baden-Baden, Germany},
month = Jun,
pdf = {https://inria.hal.science/inria-00625511/file/11-iv-baig-etal.pdf},
hal_id = {inria-00625511}
}

T. Vu, J. Burlet, and O. Aycard, “Grid-based localization and local mapping with moving object detection and tracking,” Inf. fusion, vol. 12, iss. 1, p. 58–69, 2011.
[Bibtex]

@article{DBLP:journals/inffus/VuBA11,
author = {Trung-Dung Vu and
Julien Burlet and
Olivier Aycard},
title = {Grid-based localization and local mapping with moving object detection
and tracking},
journal = {Inf. Fusion},
volume = {12},
number = {1},
pages = {58--69},
year = {2011},
url = {https://doi.org/10.1016/j.inffus.2010.01.004},
doi = {10.1016/J.INFFUS.2010.01.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/inffus/VuBA11.bib},
hal_url = {https://hal.science/hal-01023076},
publisher = {{Elsevier}},
month = Jan,
pdf = {https://hal.science/hal-01023076/file/InformationFusion07_final.pdf},
hal_id = {hal-01023076}
}

C. Garbay and D. Kayser, Informatique et sciences cognitives : Influences ou confluence ?, OPHRYS / MSH, 2011.
[Bibtex]

@book{garbay:hal-00713699,
title = {{Informatique et sciences cognitives : Influences ou confluence ?}},
author = {Garbay, Catherine and Kayser, Daniel},
hal_url = {https://hal.science/hal-00713699},
note = {Collection Cogniprisme},
publisher = {{OPHRYS / MSH}},
pages = {190},
year = {2011},
month = Jun,
hal_id = {hal-00713699}
}

O. Aycard, Q. Baig, S. Bota, F. Nashashibi, S. Nedevschi, C. D. Pantilie, M. Parent, P. Resende, and T. Vu, “Intersection safety using lidar and stereo vision sensors,” in IEEE intelligent vehicles symposium (iv), 2011, baden-baden, germany, june 5-9, 2011, 2011, p. 863–869.
[Bibtex]

@inproceedings{DBLP:conf/ivs/AycardBBNNPPRV11,
author = {Olivier Aycard and
Qadeer Baig and
Silviu Bota and
Fawzi Nashashibi and
Sergiu Nedevschi and
Cosmin D. Pantilie and
Michel Parent and
Paulo Resende and
Trung-Dung Vu},
title = {Intersection safety using lidar and stereo vision sensors},
booktitle = {{IEEE} Intelligent Vehicles Symposium (IV), 2011, Baden-Baden, Germany,
June 5-9, 2011},
pages = {863--869},
year = {2011},
crossref = {DBLP:conf/ivs/2011},
url = {https://doi.org/10.1109/IVS.2011.5940518},
doi = {10.1109/IVS.2011.5940518},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/conf/ivs/AycardBBNNPPRV11.bib}
}

C. Garbay and D. Kayser, “Introduction,” in Informatique et sciences cognitives : Influences ou confluence ?, D. K. Catherine Garbay, Ed., Editions de la MSH, 2011, p. pp.11-19.
[Bibtex]

@incollection{garbay:hal-00710858,
title = {{Introduction}},
author = {Garbay, Catherine and Kayser, Daniel},
hal_url = {https://hal.science/hal-00710858},
booktitle = {{Informatique et sciences cognitives : Influences ou confluence ?}},
editor = {Catherine Garbay, Daniel Kayser},
publisher = {{Editions de la MSH}},
pages = {pp.11-19},
year = {2011},
month = Jun,
hal_id = {hal-00710858},
series = {Cogniprisme}
}

S. Clinchant and É. Gaussier, “Is document frequency important for prf?,” in Advances in information retrieval theory – third international conference, ICTIR 2011, bertinoro, italy, september 12-14, 2011. proceedings, Bertinoro, Italy, 2011, p. 89–100.
[Bibtex]

@inproceedings{DBLP:conf/ictir/ClinchantG11,
author = {St{\'{e}}phane Clinchant and
{\'{E}}ric Gaussier},
title = {Is Document Frequency Important for PRF?},
booktitle = {Advances in Information Retrieval Theory - Third International Conference,
{ICTIR} 2011, Bertinoro, Italy, September 12-14, 2011. Proceedings},
pages = {89--100},
year = {2011},
crossref = {DBLP:conf/ictir/2011},
url = {https://doi.org/10.1007/978-3-642-23318-0\_10},
doi = {10.1007/978-3-642-23318-0\_10},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
dblp_url = {https://dblp.org/rec/conf/ictir/ClinchantG11.bib},
hal_url = {https://hal.science/hal-00742242},
note = {ISBN: 978-3-642-23317-3},
address = {Bertinoro, Italy},
editor = {Giambattista Amati and Fabio Crestani},
publisher = {{Springer-Verlag}},
month = Sep,
pdf = {https://hal.science/hal-00742242/file/Clinchant-ictir2011.pdf},
hal_id = {hal-00742242}
}

A. Krithara, M. Amini, C. Goutte, and J. -, “Learning aspect models with partially labeled data,” Pattern recognit. lett., vol. 32, iss. 2, p. 297–304, 2011.
[Bibtex]

@article{DBLP:journals/prl/KritharaAGR11,
author = {Anastasia Krithara and
Massih-Reza Amini and
Cyril Goutte and
Jean{-}Michel Renders},
title = {Learning aspect models with partially labeled data},
journal = {Pattern Recognit. Lett.},
volume = {32},
number = {2},
pages = {297--304},
year = {2011},
url = {https://doi.org/10.1016/j.patrec.2010.09.004},
doi = {10.1016/J.PATREC.2010.09.004},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/journals/prl/KritharaAGR11.bib},
hal_url = {https://hal.science/hal-01172498},
publisher = {{Elsevier}},
month = Jan,
hal_id = {hal-01172498}
}

A. Douzal-Chouakria, C. Frambourg, É. Gaussier, and J. Demongeot, “Learning time series dissimilarities,” in GfKl 2011 – Joint Conference of the German Classification Society, Frankfurt, Germany, 2011, p. 54.
[Bibtex]

@inproceedings{douzalchouakria:hal-00744475,
title = {{Learning time series dissimilarities}},
author = {Douzal-Chouakria, Ahlame and Frambourg, C{\'{e}}dric and Gaussier, {\'{E}}ric and Demongeot, Jacques},
hal_url = {https://hal.science/hal-00744475},
note = {Invited Session 7: Dissimilarities and dissimilarity based methods (with support of the Pascal Network)},
booktitle = {{GfKl 2011 - Joint Conference of the German Classification Society}},
address = {Frankfurt, Germany},
pages = {54},
year = {2011},
month = Aug,
keywords = {Time series alignments ; distance learning ; discriminant analysis ; variance-covariance},
hal_id = {hal-00744475}
}

G. Bisson, “Machine learning and screening data,” in Chemogenomics and Chemical Genetics: A User’s Introduction for Biologists, Chemists and Informaticians, E. M. S. R. L. Lafanechère, Ed., Springer, 2011, pp. 197-210.
[Bibtex]

@incollection{bisson:hal-00742915,
title = {{Machine learning and screening data}},
author = {Bisson, Gilles},
hal_url = {https://hal.science/hal-00742915},
note = {(Chapter 15) Original French edition published by EDP Sciences, 2007, Jointly published with Grenoble Sciences},
booktitle = {{Chemogenomics and Chemical Genetics: A User's Introduction for Biologists, Chemists and Informaticians}},
editor = {Eric Mar{\'{e}}chal; Sylvaine Roy; Laurence Lafanech{\`{e}}re},
publisher = {{Springer}},
pages = {197-210},
year = {2011},
keywords = {Bioactivity ; Chemical genetics ; Chemogenomics ; Diversity-oriented synthesis ; High-content screening ; Molecular modelling ; Pharmacological screening ; QSAR ; biodiversity},
hal_id = {hal-00742915}
}

B. Vettier, L. Amate, C. Garbay, J. Fontecave-Jallon, and P. Baconnier, “Managing Multiple Hypotheses with Agents to Handle Incomplete and Uncertain Data,” in URMASSN’11 – First workshop on Uncertainty Reasoning and Multi-Agent Systems for Sensor Networks, Belfast, Northern Ireland, United Kingdom, 2011, p. 12p..
[Bibtex]

@inproceedings{vettier:hal-00742112,
title = {{Managing Multiple Hypotheses with Agents to Handle Incomplete and Uncertain Data}},
author = {Vettier, Beno{\^{i}}t and Amate, Laure and Garbay, Catherine and Fontecave-Jallon, Julie and Baconnier, Pierre},
hal_url = {https://hal.science/hal-00742112},
note = {First presenter},
booktitle = {{URMASSN'11 - First workshop on Uncertainty Reasoning and Multi-Agent Systems for Sensor Networks}},
address = {Belfast, Northern Ireland, United Kingdom},
pages = {12p.},
year = {2011},
month = Jun,
pdf = {https://hal.science/hal-00742112/file/Vettier-Amate-Garbay-Fontecave-Baconnier-URMASSN2011.pdf},
hal_id = {hal-00742112}
}

V. Robinet, B. Lemaire, and M. B. Gordon, “Mdlchunker: A mdl-based cognitive model of inductive learning,” Cogn. sci., vol. 35, iss. 7, p. 1352–1389, 2011.
[Bibtex]

@article{DBLP:journals/cogsci/RobinetLG11,
author = {Vivien Robinet and
Beno{\^{\i}}t Lemaire and
Mirta B. Gordon},
title = {MDLChunker: {A} MDL-Based Cognitive Model of Inductive Learning},
journal = {Cogn. Sci.},
volume = {35},
number = {7},
pages = {1352--1389},
year = {2011},
url = {https://doi.org/10.1111/j.1551-6709.2011.01188.x},
doi = {10.1111/J.1551-6709.2011.01188.X},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/cogsci/RobinetLG11.bib}
}

S. Clinchant and É. Gaussier, “Modèles de RI fondés sur l’information,” Document numérique, vol. 14, iss. 2, p. 103–123, 2011.
[Bibtex]

@article{DBLP:journals/dn/ClinchantG11,
author = {St{\'{e}}phane Clinchant and
{\'{E}}ric Gaussier},
title = {Mod{\`{e}}les de {RI} fond{\'{e}}s sur l'information},
journal = {Document Num{\'{e}}rique},
volume = {14},
number = {2},
pages = {103--123},
year = {2011},
url = {https://doi.org/10.3166/dn.14.2.103-123},
doi = {10.3166/DN.14.2.103-123},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/dn/ClinchantG11.bib}
}

S. Clinchant and E. Gaussier, “Modèles statistiques pour l’accès à l’information textuelle,” in Modèles statistiques pour l’accès à l’information textuelle, Gaussier, Eric, Yvon, and François, Eds., Hermès, 2011, p. 27–64.
[Bibtex]

@incollection{clinchant:hal-00952996,
title = {{Mod{\`{e}}les statistiques pour l'acc{\`{e}}s {\`{a}} l'information textuelle}},
author = {Clinchant, St{\'{e}}phane and Gaussier, Eric},
hal_url = {https://hal.science/hal-00952996},
booktitle = {{Mod{\`{e}}les statistiques pour l'acc{\`{e}}s {\`{a}} l'information textuelle}},
editor = {Gaussier and Eric and Yvon and Fran{\c{c}}ois},
publisher = {{Herm{\`{e}}s}},
pages = {27--64},
year = {2011},
hal_id = {hal-00952996}
}

É. Gaussier and F. Yvon, Modèles statistiques pour l’accès à l’information textuelle, HERMÈS / LAVOISIER, 2011.
[Bibtex]

@book{gaussier:hal-00742830,
title = {{Mod{\`{e}}les statistiques pour l'acc{\`{e}}s {\`{a}} l'information textuelle}},
author = {Gaussier, {\'{E}}ric and Yvon, Fran{\c{c}}ois},
hal_url = {https://hal.science/hal-00742830},
note = {Collection : Recherche d'information et web},
publisher = {{HERM{\`{E}}S / LAVOISIER}},
pages = {482},
year = {2011},
month = May,
hal_id = {hal-00742830}
}

C. Lagnier, É. Gaussier, and F. Kawala, “Modéliser l’utilisateur pour la diffusion de l’information dans les réseaux sociaux,” in MARAMI 2011 – Seconde conférence sur les Modèles et l’Analyse des Réseaux : Approches Mathématiques et Informatique, Grenoble, France, 2011, p. 12p..
[Bibtex]

@inproceedings{lagnier:hal-00744224,
title = {{Mod{\'{e}}liser l'utilisateur pour la diffusion de l'information dans les r{\'{e}}seaux sociaux}},
author = {Lagnier, C{\'{e}}dric and Gaussier, {\'{E}}ric and Kawala, Fran{\c{c}}ois},
hal_url = {https://hal.science/hal-00744224},
booktitle = {{MARAMI 2011 - Seconde conf{\'{e}}rence sur les Mod{\`{e}}les et l'Analyse des R{\'{e}}seaux : Approches Math{\'{e}}matiques et Informatique}},
address = {Grenoble, France},
pages = {12p.},
year = {2011},
month = Oct,
keywords = {Machine Learning ; Social Networks ; Information Diffusion},
pdf = {https://hal.science/hal-00744224/file/Lagnier-Gaussier-Kawala_MARAMI11_Pistou.pdf},
hal_id = {hal-00744224}
}

É. Gaussier, “Models of information diffusion in social networks,” in Proceedings of the 2011 symposium on information and communication technology, soict 2011, hanoi, viet nam, october 13-14, 2011, Hanoi, Vietnam, 2011, p. 2.
[Bibtex]

@inproceedings{DBLP:conf/soict/Gaussier11,
author = {{\'{E}}ric Gaussier},
title = {Models of information diffusion in social networks},
booktitle = {Proceedings of the 2011 Symposium on Information and Communication
Technology, SoICT 2011, Hanoi, Viet Nam, October 13-14, 2011},
pages = {2},
year = {2011},
crossref = {DBLP:conf/soict/2011},
url = {https://doi.org/10.1145/2069216.2069218},
doi = {10.1145/2069216.2069218},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
dblp_url = {https://dblp.org/rec/conf/soict/Gaussier11.bib},
hal_url = {https://hal.science/hal-00744328},
note = {ISBN 978-1-4503-0880-9},
address = {Hanoi, Vietnam},
editor = {Thang Huynh Quyet, Dinh Khang Tran},
publisher = {{ACM}},
month = Oct,
hal_id = {hal-00744328}
}

N. Usunier, M. Amini, and C. Goutte, “Multiview semi-supervised learning for ranking multilingual documents,” in Machine learning and knowledge discovery in databases – european conference, ECML PKDD 2011, athens, greece, september 5-9, 2011, proceedings, part III, Athens, Greece, 2011, p. 443–458.
[Bibtex]

@inproceedings{DBLP:conf/pkdd/UsunierAG11,
author = {Nicolas Usunier and
Massih-Reza Amini and
Cyril Goutte},
title = {Multiview Semi-supervised Learning for Ranking Multilingual Documents},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {III}},
pages = {443--458},
year = {2011},
crossref = {DBLP:conf/pkdd/2011-3},
url = {https://doi.org/10.1007/978-3-642-23808-6\_29},
doi = {10.1007/978-3-642-23808-6\_29},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
dblp_url = {https://dblp.org/rec/conf/pkdd/UsunierAG11.bib},
hal_url = {https://hal.science/hal-01286156},
address = {Athens, Greece},
publisher = {{Springer}},
series = {Lecture Notes in Computer Science},
volume = {6913},
month = Sep,
hal_id = {hal-01286156}
}

A. Douzal-Chouakria, L. Billard, and E. Diday, “Principal component analysis for interval-valued observations,” Stat. anal. data min., vol. 4, iss. 2, p. 229–246, 2011.
[Bibtex]

@article{DBLP:journals/sadm/ChouakriaBD11,
author = {Ahlame Douzal-Chouakria and
Lynne Billard and
Edwin Diday},
title = {Principal component analysis for interval-valued observations},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {2},
pages = {229--246},
year = {2011},
url = {https://doi.org/10.1002/sam.10118},
doi = {10.1002/SAM.10118},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/sadm/ChouakriaBD11.bib},
hal_url = {https://hal.science/hal-00659996},
publisher = {{Wiley}},
month = Apr,
keywords = {ertices principal components ; vertex contributions ; correlations ; inertia},
pdf = {https://hal.science/hal-00659996/file/Douzal-Billard-Diday-SADM.pdf},
hal_id = {hal-00659996}
}

L. Amate, F. Forbes, J. Fontecave-Jallon, B. Vettier, and C. Garbay, “Probabilistic model definition for physiological state monitoring,” in SSP 2011 – Statistical Signal Processing Workshop, Nice, France, 2011, pp. 457-460.
[Bibtex]

@inproceedings{amate:hal-00742161,
title = {{Probabilistic model definition for physiological state monitoring}},
author = {Amate, Laure and Forbes, Florence and Fontecave-Jallon, Julie and Vettier, Beno{\^{i}}t and Garbay, Catherine},
hal_url = {https://hal.science/hal-00742161},
booktitle = {{SSP 2011 - Statistical Signal Processing Workshop}},
address = {Nice, France},
pages = {457-460},
year = {2011},
month = Jun,
doi = {10.1109/SSP.2011.5967730},
pdf = {https://hal.science/hal-00742161/file/Amate-Forbes-Fontecave-Vettier-Garbay-SSP2011.pdf},
hal_id = {hal-00742161}
}

S. Aseervatham, É. Gaussier, A. Antoniadis, M. Burlet, and Y. Denneulin, “Régression logistique et catégorisation de textes,” in Modèles statistiques pour l’accès à l’information textuelle, F. Y. Eric Gaussier, Ed., HERMÈS / LAVOISIER, 2011, pp. 97-122.
[Bibtex]

@incollection{aseervatham:hal-00742991,
title = {{R{\'{e}}gression logistique et cat{\'{e}}gorisation de textes}},
author = {Aseervatham, Sujeevan and Gaussier, {\'{E}}ric and Antoniadis, Anestis and Burlet, Michel and Denneulin, Yves},
hal_url = {https://hal.science/hal-00742991},
note = {Chapitre 3},
booktitle = {{Mod{\`{e}}les statistiques pour l'acc{\`{e}}s {\`{a}} l'information textuelle}},
hal_local_reference = {OSP},
editor = {Eric Gaussier, Fran{\c{c}}ois Yvon},
publisher = {{HERM{\`{E}}S / LAVOISIER}},
series = {Recherche d'information et web},
pages = {97-122},
year = {2011},
month = May,
hal_id = {hal-00742991}
}

S. Clinchant and É. Gaussier, “Retrieval constraints and word frequency distributions a log-logistic model for IR,” Inf. retr., vol. 14, iss. 1, p. 5–25, 2011.
[Bibtex]

@article{DBLP:journals/ir/ClinchantG11,
author = {St{\'{e}}phane Clinchant and
{\'{E}}ric Gaussier},
title = {Retrieval constraints and word frequency distributions a log-logistic
model for {IR}},
journal = {Inf. Retr.},
volume = {14},
number = {1},
pages = {5--25},
year = {2011},
url = {https://doi.org/10.1007/s10791-010-9143-7},
doi = {10.1007/S10791-010-9143-7},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
dblp_url = {https://dblp.org/rec/journals/ir/ClinchantG11.bib},
hal_url = {https://hal.science/hal-00742020},
note = {From the issue entitled ''Special Issue on the Second International Conference on the Theory of Information Retrieval (ICTIR2009)''},
publisher = {{Springer}},
keywords = {Retrieval constraints ; Burstiness ; Information retrieval theory ; Log-logistic distribution},
pdf = {https://hal.science/hal-00742020/file/Clinchant-InformationRetrievalJournal2011.pdf},
hal_id = {hal-00742020}
}

C. Grimal and G. Bisson, “Similarity learning with a collection of matrices and tensors,” in GfKl 2011 – Joint Conference of the German Classification Society, Frankfurt, Germany, 2011, p. 82.
[Bibtex]

@inproceedings{grimal:hal-00742207,
title = {{Similarity learning with a collection of matrices and tensors}},
author = {Grimal, Cl{\'{e}}ment and Bisson, Gilles},
hal_url = {https://hal.science/hal-00742207},
note = {Contributed 28: Social Networks and Clustering},
booktitle = {{GfKl 2011 - Joint Conference of the German Classification Society}},
address = {Frankfurt, Germany},
pages = {82},
year = {2011},
month = Aug,
keywords = {multi-dimensional data ; similarity learning ; social networks},
hal_id = {hal-00742207}
}

N. Balacheff, B. Buccio, P. Chapuis, J. Coutin, J. Coutaz, J. L. Crowley, Y. Denneulin, L. Du Bousquet, A. Duda, R. Echahed, M. Fauvet, C. Garbay, E. Gaussier, I. Guillet, C. Laugier, Y. Ledru, A. Legrand, N. Mandran, H. Martin, J. Méhaut, T. Morturier, B. Plateau, E. Pons, J. Prévost, F. Prost, V. Quint, P. Reignier, F. Rousseau, M. Rousset, E. Rutten, and M. Vacher, “The First Four Years (2007-2010) and Beyond – Volume 1: Research Program and Activity Report,” 2011.
[Bibtex]

@techreport{balacheff:hal-00773168,
title = {{The First Four Years (2007-2010) and Beyond - Volume 1: Research Program and Activity Report}},
author = {Balacheff, Nicolas and Buccio, B{\'{e}}atrice and Chapuis, Patrick and Coutin, Jacky and Coutaz, Jo{\"{e}}lle and Crowley, James L. and Denneulin, Yves and Du Bousquet, Lydie and Duda, Andrzej and Echahed, Rachid and Fauvet, Marie-Christine and Garbay, Catherine and Gaussier, Eric and Guillet, Isabelle and Laugier, Christian and Ledru, Yves and Legrand, Arnaud and Mandran, Nadine and Martin, Herv{\'{e}} and M{\'{e}}haut, Jean-Fran{\c{c}}ois and Morturier, Thierry and Plateau, Brigitte and Pons, Elisabeth and Pr{\'{e}}vost, Jo{\"{e}}lle and Prost, Fr{\'{e}}d{\'{e}}ric and Quint, Vincent and Reignier, Patrick and Rousseau, Franck and Rousset, Marie-Christine and Rutten, Eric and Vacher, Michel},
hal_url = {https://hal.science/hal-00773168},
note = {83 pages},
hal_local_reference = {RR-LIG-015},
year = {2011},
pdf = {https://hal.science/hal-00773168/file/RR-LIG-015.pdf},
hal_id = {hal-00773168}
}

M. Amini and N. Usunier, “Transductive learning over automatically detected themes for multi-document summarization,” in Proceeding of the 34th international ACM SIGIR conference on research and development in information retrieval, SIGIR 2011, beijing, china, july 25-29, 2011, Beijing, China, 2011, p. 1193–1194.
[Bibtex]

@inproceedings{DBLP:conf/sigir/AminiU11,
author = {Massih-Reza Amini and
Nicolas Usunier},
title = {Transductive learning over automatically detected themes for multi-document
summarization},
booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
July 25-29, 2011},
pages = {1193--1194},
year = {2011},
crossref = {DBLP:conf/sigir/2011},
url = {https://doi.org/10.1145/2009916.2010115},
doi = {10.1145/2009916.2010115},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
dblp_url = {https://dblp.org/rec/conf/sigir/AminiU11.bib},
hal_url = {https://hal.science/hal-01286161},
address = {Beijing, China},
publisher = {{ACM}},
month = Jul,
hal_id = {hal-01286161}
}

C. Grimal and G. Bisson, “Un cadre général pour les mesures de co-similarité,” in SFC’11 – Rencontres de la Société Francophone de Classification, Orléans, France, 2011, pp. 141-144.
[Bibtex]

@inproceedings{grimal:hal-00744080,
title = {{Un cadre g{\'{e}}n{\'{e}}ral pour les mesures de co-similarit{\'{e}}}},
author = {Grimal, Cl{\'{e}}ment and Bisson, Gilles},
hal_url = {https://hal.science/hal-00744080},
booktitle = {{SFC'11 - Rencontres de la Soci{\'{e}}t{\'{e}} Francophone de Classification}},
address = {Orl{\'{e}}ans, France},
pages = {141-144},
year = {2011},
month = Sep,
pdf = {https://hal.science/hal-00744080/file/Grimal-Bisson_SFC2011_extrait-actes.pdf},
hal_id = {hal-00744080}
}

C. Lagnier and É. Gaussier, “Un Modèle de Diffusion de l’Information dans les Réseaux Sociaux,” Revue des Nouvelles Technologies de l’Information, vol. RNTI-A-5, pp. 49-64, 2011.
[Bibtex]

@article{lagnier:hal-00743006,
title = {{Un Mod{\`{e}}le de Diffusion de l'Information dans les R{\'{e}}seaux Sociaux}},
author = {Lagnier, C{\'{e}}dric and Gaussier, {\'{E}}ric},
hal_url = {https://hal.science/hal-00743006},
note = {Num{\'{e}}ro sp{\'{e}}cial sur les journ{\'{e}}es AAFD (Apprentissage Artificiel et Fouille de Donn{\'{e}}es, avril 2010)},
journal = {{Revue des Nouvelles Technologies de l'Information}},
publisher = {{Editions RNTI}},
volume = {RNTI-A-5},
pages = {49-64},
year = {2011},
hal_id = {hal-00743006}
}

A. Diallo, A. Douzal-Chouakria, and F. Giroud, “Un modèle génératif pour la comparaison de métriques en classification de profils d ‘expression de gènes,” in CAp 2011 – Conférence Francophone d’Apprentissage, Chambéry, France, 2011, pp. 135-150.
[Bibtex]

@inproceedings{diallo:hal-00744315,
title = {{Un mod{\`{e}}le g{\'{e}}n{\'{e}}ratif pour la comparaison de m{\'{e}}triques en classification de profils d 'expression de g{\`{e}}nes}},
author = {Diallo, Alpha and Douzal-Chouakria, Ahlame and Giroud, Fran{\c{c}}oise},
hal_url = {https://hal.science/hal-00744315},
note = {Session 6 - Apprentissage de similarit{\'{e}}s},
booktitle = {{CAp 2011 - Conf{\'{e}}rence Francophone d'Apprentissage}},
address = {Chamb{\'{e}}ry, France},
pages = {135-150},
year = {2011},
month = May,
keywords = {S{\'{e}}ries temporelles ; m{\'{e}}triques ; classification ; profils d'expression de g{\`{e}}nes},
pdf = {https://hal.science/hal-00744315/file/Diallo-Douzal-GiroudCAP.pdf},
hal_id = {hal-00744315}
}

C. Grimal and G. Bisson, “Using a co-similarity approach on a large scale text categorization task,” in MARAMI 2011 – Seconde conférence sur les Modèles et l’Analyse des Réseaux : Approches Mathématiques et Informatique, Grenoble, France, 2011, p. 16p..
[Bibtex]

@inproceedings{grimal:hal-00743577,
title = {{Using a co-similarity approach on a large scale text categorization task}},
author = {Grimal, Cl{\'{e}}ment and Bisson, Gilles},
hal_url = {https://hal.science/hal-00743577},
booktitle = {{MARAMI 2011 - Seconde conf{\'{e}}rence sur les Mod{\`{e}}les et l'Analyse des R{\'{e}}seaux : Approches Math{\'{e}}matiques et Informatique}},
address = {Grenoble, France},
pages = {16p.},
year = {2011},
month = Oct,
keywords = {Categorization ; text mining ; large-scale database},
pdf = {https://hal.science/hal-00743577/file/Bisson-Grimal-MARAMI2011.pdf},
hal_id = {hal-00743577}
}

T. V. Truong, D. Buffoni, N. Usunier, M. Amini, and P. Gallinari, “Modèles d’Ordonnancement pour le Résumé Automatique et la Recherche d’Information,” in Modèles Statistiques pour l’Accès à l’Information Textuelle, Hermès-Lavoisier, 2011, pp. 19-42.
[Bibtex]

@incollection{truong:hal-01286154,
title = {{Mod{\`{e}}les d'Ordonnancement pour le R{\'{e}}sum{\'{e}} Automatique et la Recherche d'Information}},
author = {Truong, Tuong Vinh and Buffoni, David and Usunier, Nicolas and Amini, Massih-Reza and Gallinari, Patrick},
hal_url = {https://hal.science/hal-01286154},
booktitle = {{Mod{\`{e}}les Statistiques pour l'Acc{\`{e}}s {\`{a}} l'Information Textuelle}},
publisher = {{Herm{\`{e}}s-Lavoisier}},
pages = {19-42},
year = {2011},
hal_id = {hal-01286154}
}

S. Clinchant and É. Gaussier, “Modèles probabilistes pour la recherche d’information,” in Modèles statistiques pour l’accès à l’information textuelle, F. Y. Eric Gaussier, Ed., HERMÈS / LAVOISIER, 2011, pp. 27-64.
[Bibtex]

@incollection{clinchant:hal-00742977,
title = {{Mod{\`{e}}les probabilistes pour la recherche d'information}},
author = {Clinchant, St{\'{e}}phane and Gaussier, {\'{E}}ric},
hal_url = {https://hal.science/hal-00742977},
note = {Chapitre 1},
booktitle = {{Mod{\`{e}}les statistiques pour l'acc{\`{e}}s {\`{a}} l'information textuelle}},
editor = {Eric Gaussier, Fran{\c{c}}ois Yvon},
publisher = {{HERM{\`{E}}S / LAVOISIER}},
series = {Recherche d'information et web},
pages = {27-64},
year = {2011},
month = May,
hal_id = {hal-00742977}
}

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