Publications

• [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 ] [ Slides ] [ BibTeX ]
  
  
• [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 ]
  
  
• [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 ]
  
  
• [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 ]
  
  

• [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 ] [ Slides ] [ BibTeX ]
  
  
• [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 ] [ Slides ] [ BibTeX ] [ Results ]
  
  

• [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 ] [ Slides ] [ BibTeX ]
  
  
• [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 ] [ Slides ] [ BibTeX ]
  
  
• [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 ] [ Slides ] [ BibTeX ]
  
  
• [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 ]
  
  

• [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 ] [ Slides ] [ BibTex ]
  
  
• [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 ]
  
  

• [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
  
  
• [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
  
  

• [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 ]
  
  
• [2001] Apprentissage Automatique de Profils de Lecteurs
  Laurent Candillier, Isabelle Tellier, Fabien Torre
  Rapport technique GRAppA 2001
  [ PostScript ] [ PDF ] [ BibTeX ]