Publications
International Conferences
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[2008] Designing Specific Weighted Similarity Measures to Improve Collaborative Filtering Systems
Laurent Candillier, Frank Meyer, Françoise Fessant
In Petra Perner, editor
8th Industrial Conference on Data Mining
ICDM'2008, Leipzig, Germany, 16-18 july 2008
Lecture Notes in Computer Science
© LNCS Springer Verlag
[ PostScript ] [ PDF ]
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[2007] Comparing State-of-the-Art Collaborative Filtering Systems
Laurent Candillier, Frank Meyer, Marc Boullé
In Petra Perner, editor
5th International Conference on Machine Learning and Data Mining in Pattern Recognition
MLDM'2007, Leipzig, Germany, 18-20 july 2007
Lecture Notes in Computer Science, LNAI 4571, pages 548-562
© LNCS Springer Verlag
[ PostScript ] [ PDF ]
[ Slides ] [ BibTeX ]
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[2006] Cascade Evaluation of Clustering Algorithms
Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
In Johannes Fürnkranz, Tobias Scheffer and Myra Spiliopoulou, editors
17th European Conference on Machine Learning
ECML'2006, Berlin, Germany, 18-22 september 2006
Lecture Notes in Computer Science, LNAI 4212, pages 574-581
© LNCS Springer Verlag
[ PostScript ] [ PDF ]
[ Poster ] [ BibTex ]
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[2005] SSC : Statistical Subspace Clustering
Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
In Petra Perner and Atsushi Imiya, editors
4th International Conference on Machine Learning and Data Mining in Pattern Recognition
MLDM'2005, Leipzig, Germany, 9-11 july 2005
Lecture Notes in Computer Science, LNAI 3587, pages 100-109
© LNCS Springer Verlag
[ PostScript ] [ PDF ]
[ Slides ] [ BibTeX ]
International Workshops
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[2005] Cascade Evaluation of Clustering Algorithms
Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
Workshop on
Theoretical Foundations of Clustering
NIPS'2005, Vancouver, Canada, 5-10 december 2005
[ PostScript ] [ PDF ]
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[2005] Transforming XML trees for efficient classification and clustering
Laurent Candillier, Isabelle Tellier, Fabien Torre
Workshop on Mining XML documents
INEX'2005, Schloss Dagstuhl, Germany, 28-30 november 2005
[ PostScript ] [ PDF ]
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[ Results ]
French Conferences
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[2006] SuSE : Subspace Selection embedded in an EM algorithm
Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
In Laurent Miclet, editor, pages 331-345
8ème Conférence francophone sur l'Apprentissage automatique
CAp'2006, Trégastel, 22-24 may 2006
[ PostScript ] [ PDF ]
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[2006] Évaluation en cascade d'algorithmes de clustering
Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
In Laurent Miclet, editor, pages 109-124
8ème Conférence francophone sur l'Apprentissage automatique
CAp'2006, Trégastel, 22-24 may 2006
[ PostScript ] [ PDF ]
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[2005] SSC : Statistical Subspace Clustering
Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
In Suzanne Pinson and Nicole Vincent, editors
5èmes journées francophones d'Extraction et Gestion des Connaissances
EGC'2005, Paris, 19-21 january 2005
Revue des Nouvelles Technologies de l'Information (RNTI), volume 1, pages 177-182
[ PostScript ] [ PDF ]
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[2004] Tuareg : Classification non supervisée contextualisée
Laurent Candillier, Isabelle Tellier, Fabien Torre
In Michel Liquière and Marc Sebban, editors, pages 159-174
6ème Conférence francophone sur l'Apprentissage automatique
CAp'2004, Montpellier, 14-16 june 2004
[ PostScript.fr ] [ PostScript.eng ]
[ PDF.fr ] [ PDF.eng ]
[ Slides ] [ BibTeX ]
French workshops
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[2006] SuSE: Subspace Selection embedded in an EM algorithm
Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
2èmes Rencontres Inter-Associations sur
la classification et ses applications
RIAs'2006, Lyon, 20-21 march 2006
[ PostScript ] [ PDF ]
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[2006] Évaluation en cascade d'algorithmes de clustering
Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
2èmes Rencontres Inter-Associations sur
la classification et ses applications
RIAs'2006, Lyon, 20-21 march 2006
[ PostScript ] [ PDF ]
[ Slides ] [ BibTex ]
Book chapters
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[2008] State-of-the-Art Recommender Systems
L. Candillier, K. Jack, F. Fessant, F. Meyer
In Collaborative and Social Information Retrieval and Access: Techniques for Improved User Modeling, chapter 1
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[2007] Mining XML Documents
L. Candillier, L. Denoyer, P. Gallinari, M.C. Rousset, A. Termier, A.M. Vercoustre
In Data Mining Patterns : new Methods and Applications, chapter 8
Technical Reports
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[2005] SSC : Statistical Subspace Clustering
Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
Rapport technique GRAppA 2005 (version détaillée de l'article présenté à EGC'2005)
[ PostScript ] [ PDF ]
[ BibTeX ]
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[2001] Apprentissage Automatique de Profils de Lecteurs
Laurent Candillier, Isabelle Tellier, Fabien Torre
Rapport technique GRAppA 2001
[ PostScript ] [ PDF ]
[ BibTeX ]