Patrick Gallinari

Stefania Rubrichi, Silvana Quaglini, Alex Spengler, Paola Russo, Patrick Gallinari: A system for the extraction and representation of summary of product characteristics content. Artificial Intelligence in Medicine 57(2): 145-154 (2013)

Cédric Lagnier, Ludovic Denoyer, Éric Gaussier, Patrick Gallinari: Predicting Information Diffusion in Social Networks Using Content and User's Profiles. ECIR 2013: 74-85

Sheng Gao, Ludovic Denoyer, Patrick Gallinari, Jun Guo: Latent Factor BlockModel for Modelling Relational Data. ECIR 2013: 447-458

Sheng Gao, Ludovic Denoyer, Patrick Gallinari: Prédiction de liens temporels en intégrant les informations de contenu et de structure. Ingénierie des Systèmes d'Information 17(6): 75-90 (2012)

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari: Sequential approaches for learning datum-wise sparse representations. Machine Learning 89(1-2): 87-122 (2012)

David Buffoni, Sabrina Tollari, Patrick Gallinari: A Learning to Rank framework applied to text-image retrieval. Multimedia Tools Appl. 60(1): 161-180 (2012)

Stéphane Peters, Yann Jacob, Ludovic Denoyer, Patrick Gallinari: Iterative Multi-label Multi-relational Classification Algorithm for complex social networks. Social Netw. Analys. Mining 2(1): 17-29 (2012)

Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari: Lecture Séquentielle de Documents pour la Classification. CORIA 2012: 245-259

Abdelhalim Rafrafi, Vincent Guigue, Patrick Gallinari: Représentations et régularisations pour la classification de sentiments. CORIA 2012: 285-300

Rossella Cancelliere, Mario Gai, Thierry Artières, Patrick Gallinari: Matrix Pseudoinversion for Image Neural Processing. ICONIP (5) 2012: 116-125

Abdelhalim Rafrafi, Vincent Guigue, Patrick Gallinari: Coping with the Document Frequency Bias in Sentiment Classification. ICWSM 2012

Clément Calauzènes, Nicolas Usunier, Patrick Gallinari: "On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking". NIPS 2012: 197-205

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari: Fast Reinforcement Learning with Large Action Sets Using Error-Correcting Output Codes for MDP Factorization. ECML/PKDD (2) 2012: 180-194

M. Cissé, Thierry Artières, Patrick Gallinari: Learning Compact Class Codes for Fast Inference in Large Multi Class Classification. ECML/PKDD (1) 2012: 506-520

Bruno Pradel, Nicolas Usunier, Patrick Gallinari: Ranking with non-random missing ratings: influence of popularity and positivity on evaluation metrics. RecSys 2012: 147-154

Sheng Gao, Ludovic Denoyer, Patrick Gallinari: Link prediction via latent factor BlockModel. WWW (Companion Volume) 2012: 507-508

Anis Najar, Ludovic Denoyer, Patrick Gallinari: Predicting information diffusion on social networks with partial knowledge. WWW (Companion Volume) 2012: 1197-1204

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari: Fast Reinforcement Learning with Large Action Sets using Error-Correcting Output Codes for MDP Factorization. CoRR abs/1203.0203 (2012)

Sheng Gao, Ludovic Denoyer, Patrick Gallinari: Modeling Relational Data via Latent Factor Blockmodel. CoRR abs/1204.2581 (2012)

Sheng Gao, Ludovic Denoyer, Patrick Gallinari: Probabilistic Latent Tensor Factorization Model for Link Pattern Prediction in Multi-relational Networks. CoRR abs/1204.2588 (2012)

Stefania Rubrichi, Silvana Quaglini, Alex Spengler, Patrick Gallinari: Extracting Information from Summary of Product Characteristics for Improving Drugs Prescription Safety. AIME 2011: 327-337

Sheng Gao, Ludovic Denoyer, Patrick Gallinari: Link Pattern Prediction with tensor decomposition in multi-relational networks. CIDM 2011: 333-340

Sheng Gao, Ludovic Denoyer, Patrick Gallinari: Temporal link prediction by integrating content and structure information. CIKM 2011: 1169-1174

Yann Jacob, Ludovic Denoyer, Patrick Gallinari: Classification and annotation in social corpora using multiple relations. CIKM 2011: 1215-1220

Abdelhalim Rafrafi, Vincent Guigue, Patrick Gallinari: Réseau de neurones profond et SVM pour la classification des sentiments. CORIA 2011: 121-133

Yann Jacob, Ludovic Denoyer, Patrick Gallinari: Apprentissage des schémas de propagation dans les multi-graphes. CORIA 2011: 159-174

Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari: Text Classification: A Sequential Reading Approach. ECIR 2011: 411-423

David Buffoni, Sabrina Tollari, Patrick Gallinari: The Importance of the Depth for Text-Image Selection Strategy in Learning-To-Rank. ECIR 2011: 743-746

David Buffoni, Clément Calauzènes, Patrick Gallinari, Nicolas Usunier: Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision. ICML 2011: 825-832

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari: Datum-Wise Classification: A Sequential Approach to Sparsity. ECML/PKDD (1) 2011: 375-390

Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari: Text Classification: A Sequential Reading Approach. CoRR abs/1107.1322 (2011)

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari: Datum-Wise Classification: A Sequential Approach to Sparsity. CoRR abs/1108.5668 (2011)

Jean-François Pessiot, Young-Min Kim, Massih-Reza Amini, Patrick Gallinari: Improving document clustering in a learned concept space. Inf. Process. Manage. 46(2): 180-192 (2010)

Antoine Bordes, Léon Bottou, Patrick Gallinari, Jonathan Chang, S. Alex Smith: Erratum: SGDQN is Less Careful than Expected. Journal of Machine Learning Research 11: 2229-2240 (2010)

Thomas Beckers, Patrice Bellot, Gianluca Demartini, Ludovic Denoyer, Christopher M. De Vries, Antoine Doucet, Khairun Nisa Fachry, Norbert Fuhr, Patrick Gallinari, Shlomo Geva, Wei Chi Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Sangeetha Kutty, Monica Landoni, Miro Lehtonen, Véronique Moriceau, Richi Nayak, Ragnar Nordlie, Nils Pharo, Eric SanJuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, James A. Thom, Andrew Trotman, Arjen P. de Vries: Report on INEX 2009. SIGIR Forum 44(1): 38-57 (2010)

Stéphane Peters, Ludovic Denoyer, Patrick Gallinari: Iterative Annotation of Multi-relational Social Networks. ASONAM 2010: 96-103

Ali Fakeri-Tabrizi, Sabrina Tollari, Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari: UPMC/LIP6 at ImageCLEFannotation 2010. CLEF (Notebook Papers/LABs/Workshops) 2010

David Buffoni, Nicolas Usunier, Patrick Gallinari: Apprentissage de fonctions d'ordonnancement par classification de paires ordonnées et pondérées (OWPC). CORIA 2010: 67-82

Ludovic Denoyer, Patrick Gallinari: Modèles d'Ordonnancement pour l'Annotation Automatique d'Images dans les Réseaux Sociaux. CORIA 2010: 115-129

Alex Spengler, Patrick Gallinari: Document structure meets page layout: loopy random fields for web news content extraction. ACM Symposium on Document Engineering 2010: 151-160

Ludovic Denoyer, Patrick Gallinari: A Ranking Based Model for Automatic Image Annotation in a Social Network. ICWSM 2010

David Buffoni, Nicolas Usunier, Patrick Gallinari: LIP6 at INEX'10: OWPC for Ad Hoc Track. INEX 2010: 54-62

Alex Spengler, Antoine Bordes, Patrick Gallinari: A comparison of discriminative classifiers for web news content extraction. RIAO 2010: 172-175

Young-Min Kim, Massih-Reza Amini, Cyril Goutte, Patrick Gallinari: Multi-view clustering of multilingual documents. SIGIR 2010: 821-822

Stefania Rubrichi, Alex Spengler, Patrick Gallinari, Silvana Quaglini: Preventing adverse drug events by extracting information from drug fact sheets. Semantic Mining in Biomedicine 2010

Antoine Bordes, Léon Bottou, Patrick Gallinari: SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent. Journal of Machine Learning Research 10: 1737-1754 (2009)

Francis Maes, Ludovic Denoyer, Patrick Gallinari: Structured prediction with reinforcement learning. Machine Learning 77(2-3): 271-301 (2009)

Gianluca Demartini, Ludovic Denoyer, Antoine Doucet, Khairun Nisa Fachry, Patrick Gallinari, Shlomo Geva, Darren Wei Che Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Monica Landoni, Ragnar Nordlie, Nils Pharo, Ralf Schenkel, Martin Theobald, Andrew Trotman, Arjen P. de Vries, Alan Woodley, Jianhan Zhu: Report on INEX 2008. SIGIR Forum 43(1): 17-36 (2009)

Alex Spengler, Patrick Gallinari: Learning to Extract Content from News Webpages. AINA Workshops 2009: 709-714

Ali Fakeri-Tabrizi, Sabrina Tollari, Nicolas Usunier, Patrick Gallinari: Improving Image Annotation in Imbalanced Classification Problems with Ranking SVM. CLEF (2) 2009: 291-294

Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari: Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d'images. CORIA 2009: 83-98

Sabrina Tollari, Marcin Detyniecki, Christophe Marsala, Ali Fakeri-Tabrizi, Massih-Reza Amini, Patrick Gallinari: Exploiting Visual Concepts to Improve Text-Based Image Retrieval. ECIR 2009: 701-705

Tuong-Vinh Truong, Massih-Reza Amini, Patrick Gallinari: A self-training method for learning to rank with unlabeled data. ESANN 2009

Anh Phuc Trinh, David Buffoni, Patrick Gallinari: Probabilistic Multi-classifier by SVM from voting rule to voting features. EGC 2009: 433-434

Nicolas Usunier, David Buffoni, Patrick Gallinari: Ranking with ordered weighted pairwise classification. ICML 2009: 133

David Buffoni, Nicolas Usunier, Patrick Gallinari: LIP6 at INEX'09: OWPC for Ad Hoc Track. INEX 2009: 59-69

Richi Nayak, Christopher M. De Vries, Sangeetha Kutty, Shlomo Geva, Ludovic Denoyer, Patrick Gallinari: Overview of the INEX 2009 XML Mining Track: Clustering and Classification of XML Documents. INEX 2009: 366-378

Francis Maes, Stéphane Peters, Ludovic Denoyer, Patrick Gallinari: Simulated Iterative Classification A New Learning Procedure for Graph Labeling. ECML/PKDD (2) 2009: 47-62

Ludovic Denoyer, Patrick Gallinari: Report on the XML mining track at INEX 2007 categorization and clustering of XML documents. SIGIR Forum 42(1): 22-28 (2008)

Young-Min Kim, Jean-François Pessiot, Massih-Reza Amini, Patrick Gallinari: An extension of PLSA for document clustering. CIKM 2008: 1345-1346

Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari: Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval. CLEF 2008: 577-584

Sabrina Tollari, Philippe Mulhem, Marin Ferecatu, Hervé Glotin, Marcin Detyniecki, Patrick Gallinari, Hichem Sahbi, Zhong-Qiu Zhao: A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches. CLEF 2008: 585-592

Huyen-Trang Vu, Patrick Gallinari: Analyse de la robustesse des algorithmes de méta-recherche discriminante. CORIA 2008: 87-102

Young-Min Kim, Jean-François Pessiot, Massih-Reza Amini, Patrick Gallinari: Apprentissage d'un espace de concepts de mots pour une nouvelle représentation des données textuelles. CORIA 2008: 119-134

Francis Maes, Ludovic Denoyer, Patrick Gallinari: Apprentissage de conversion de documents semi-structurés à partir d'exemples. CORIA 2008: 181-196

Jean-François Pessiot, Young-Min Kim, Massih-Reza Amini, Nicolas Usunier, Patrick Gallinari: Une méthode contextuelle d'extension de requête avec des groupements de mots pour le résumé automatique. CORIA 2008: 289-304

Marc-Ismaël Akodjènou-Jeannin, Patrick Gallinari: Efficient Data Clustering by Local Density Approximation. ECAI 2008: 767-768

Francis Maes, Ludovic Denoyer, Patrick Gallinari: Applications of Reinforcement Learning to Structured Prediction. EWRL 2008: 205-219

Marc-Ismaël Akodjènou-Jeannin, Kavé Salamatian, Patrick Gallinari: Clustering en haute dimension par accumulation de clusterings locaux. EGC 2008: 253-264

Guillaume Wisniewski, Patrick Gallinari: Experimental Evaluation of the Value of Structure: How to Efficiently Exploit Interdependencies in Sequence Labeling. ICDM 2008: 1097-1102

Ludovic Denoyer, Patrick Gallinari: Overview of the INEX 2008 XML Mining Track. INEX 2008: 401-411

Lilia Mesrob, Benoit Magnin, Olivier Colliot, Marie Sarazin, Valérie Hahn-Barma, Bruno Dubois, Patrick Gallinari, Stéphane Lehericy, Serge Kinkingnéhun, Habib Benali: Identification of Atrophy Patterns in Alzheimer's Disease Based on SVM Feature Selection and Anatomical Parcellation. MIAR 2008: 124-132

Thierry Artières, Sanparith Marukatat, Patrick Gallinari: Online Handwritten Shape Recognition Using Segmental Hidden Markov Models. IEEE Trans. Pattern Anal. Mach. Intell. 29(2): 205-217 (2007)

Ludovic Denoyer, Patrick Gallinari: Report on the XML mining track at INEX 2005 and INEX 2006: categorization and clustering of XML documents. SIGIR Forum 41(1): 79-90 (2007)

Benjamin Piwowarski, Patrick Gallinari, Georges Dupret: Precision recall with user modeling (PRUM): Application to structured information retrieval. ACM Trans. Inf. Syst. 25(1) (2007)

Jean-François Pessiot, Tuong-Vinh Truong, Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari: Filtrage Collaboratif avec un Algorithme d'Ordonnancement. CORIA 2007: 165-180

Francis Maes, Ludovic Denoyer, Patrick Gallinari: Sequence Labeling with Reinforcement Learning and Ranking Algorithms. ECML 2007: 648-657

Guillaume Wisniewski, Patrick Gallinari: Ré-ordonnancement pour l'apprentissage de transformations de documents HTML. EGC 2007: 727-738

Jean-François Pessiot, Tuong-Vinh Truong, Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari: Learning to Rank for Collaborative Filtering. ICEIS (2) 2007: 145-151

Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston: Solving multiclass support vector machines with LaRank. ICML 2007: 89-96

Guillaume Wisniewski, Francis Maes, Ludovic Denoyer, Patrick Gallinari: Probabilistic Model for Structured Document Mapping. MLDM 2007: 854-867

Guillaume Wisniewski, Patrick Gallinari: Relaxation Labeling for Selecting and Exploiting Efficiently Non-local Dependencies in Sequence Labeling. PKDD 2007: 312-323

Marc-Ismaël Akodjènou-Jeannin, Kavé Salamatian, Patrick Gallinari: Flexible Grid-Based Clustering. PKDD 2007: 350-357

Guillaume Wisniewski, Patrick Gallinari: From Layout to Semantic: a Reranking Model for Mapping Web Documents to Mediated XML Representations. RIAO 2007

Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari: Résumé automatique de texte avec un algorithme d'ordonnancement. Ingénierie des Systèmes d'Information 11(2): 71-91 (2006)

Ludovic Denoyer, Patrick Gallinari: The Wikipedia XML corpus. SIGIR Forum 40(1): 64-69 (2006)

Patrick Gallinari, Jean-Noël Vittaut: Apprentissage d'ordonnancements en recherche d'information structurée. CORIA 2006: 17-28

Huyen-Trang Vu, Patrick Gallinari: Apprentissage statistique pour la constitution des corpus d'évaluation. CORIA 2006: 85-96

Guillaume Wisniewski, Ludovic Denoyer, Francis Maes, Patrick Gallinari: Modèle probabiliste pour l'extraction de structures dans les documents semistructurés - Application aux documents Web. CORIA 2006: 169-180

Jean-François Pessiot, Tuong-Vinh Truong, Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari: Factorisation en matrices non négatives pour le filtrage collaboratif. CORIA 2006: 315-326

Jean-Noël Vittaut, Patrick Gallinari: Machine Learning Ranking for Structured Information Retrieval. ECIR 2006: 338-349

Massih-Reza Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse, Patrick Gallinari: A Selective Sampling Strategy for Label Ranking. ECML 2006: 18-29

Ludovic Denoyer, Patrick Gallinari: The Wikipedia XML Corpus. INEX 2006: 12-19

Jean-Noël Vittaut, Patrick Gallinari: Supervised and Semi-supervised Machine Learning Ranking. INEX 2006: 213-222

Ludovic Denoyer, Patrick Gallinari, Anne-Marie Vercoustre: Report on the XML Mining Track at INEX 2005 and INEX 2006. INEX 2006: 432-443

Francis Maes, Ludovic Denoyer, Patrick Gallinari: XML Structure Mapping. INEX 2006: 540-551

Huyen-Trang Vu, Patrick Gallinari: A Machine Learning based Approach to Evaluating Retrieval Systems. HLT-NAACL 2006

Benjamin Piwowarski, Patrick Gallinari: A Bayesian Framework for XML Information Retrieval: Searching and Learning with the INEX Collection. Inf. Retr. 8(4): 655-681 (2005)

Massih-Reza Amini, Patrick Gallinari: Semi-supervised learning with an imperfect supervisor. Knowl. Inf. Syst. 8(4): 385-413 (2005)

Huyen-Trang Vu, Patrick Gallinari: On Effectiveness Measures and Relevance Functions in Ranking INEX Systems. AIRS 2005: 312-327

Massih-Reza Amini, Anastasios Tombros, Nicolas Usunier, Mounia Lalmas, Patrick Gallinari: Learning to summarise XML documents using content and structure. CIKM 2005: 297-298

Huyen-Trang Vu, Patrick Gallinari: Using RankBoost to compare retrieval systems. CIKM 2005: 309-310

Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari: Résumé automatique de texte avec un algorithme d'ordonnancement. CORIA 2005: 25-40

Guillaume Wisniewski, Ludovic Denoyer, Patrick Gallinari: Classification automatique de documents structurés. Application au corpus d'arbres étiquetés de type XML. CORIA 2005: 167-184

Massih-Reza Amini, Nicolas Usunier, Patrick Gallinari: Automatic Text Summarization Based on Word-Clusters and Ranking Algorithms. ECIR 2005: 142-156

Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari: Combinaison de fonctions de préférence par boosting pour la recherche de passages dans les systèmes de question/réponse. EGC 2005: 1-6

Trinh Minh Tri Do, Thierry Artières, Patrick Gallinari: Sélection de modèles par des méthodes à noyaux pour la classification de données séquentielles. EGC 2005: 165-176

Guillaume Wisniewski, Ludovic Denoyer, Patrick Gallinari: Restructuration automatique de documents dans les corpus semi-structurés hétérogènes. EGC 2005: 227-238

Julien Blanchard, Bertrand Petitjean, Thierry Artières, Patrick Gallinari: Un système d'aide à la navigation dans des hypermédias. EGC 2005: 281-292

Hermine Njike Fotzo, Thierry Artières, Patrick Gallinari, Julien Blanchard, Guillaume Letellier: Automatic learning of domain model for personalized hypermedia applications. IJCAI 2005: 1624-1625

Jean-Noël Vittaut, Patrick Gallinari: Machine Learning Ranking and INEX'05. INEX 2005: 336-343

Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari: Generalization error bounds for classifiers trained with interdependent data. NIPS 2005

Ludovic Denoyer, Patrick Gallinari: Bayesian network model for semi-structured document classification. Inf. Process. Manage. 40(5): 807-827 (2004)

Hermine Njike Fotzo, Patrick Gallinari: Apprentissage de Relations entre Concepts - Génération Automatique d'une Structuration Hiérarchique à partir de Corpus. CORIA 2004: 57-74

Jean-François Pessiot, Marc Caillet, Massih-Reza Amini, Patrick Gallinari: Apprentissage non-supervisé pour la segmentation automatique de textes. CORIA 2004: 213-228

Henri Binsztok, Thierry Artières, Patrick Gallinari: A Model-Based Approach to Sequence Clustering. ECAI 2004: 420-424

Hermine Njike Fotzo, Patrick Gallinari: Information Access via Topic Hierarchies and Thematic Annotations from Document Collections. ICEIS (2) 2004: 69-76

Sanparith Marukatat, Thierry Artières, Patrick Gallinari: A generic approach for on-line handwriting recognition. IWFHR 2004: 401-406

Jean-Noël Vittaut, Benjamin Piwowarski, Patrick Gallinari: An Algebra for Structured Queries in Bayesian Networks. INEX 2004: 100-112

Hermine Njike Fotzo, Patrick Gallinari: Learning "Generalization/Specialization" Relations between Concepts - Application for Automatically Building Thematic Document Hierarchies. RIAO 2004: 143-155

Marc Caillet, Jean-François Pessiot, Massih-Reza Amini, Patrick Gallinari: Unsupervised Learning with Term Clustering for Thematic Segmentation of Texts. RIAO 2004: 648-657

Benjamin Piwowarski, Patrick Gallinari: An Algebra for Probabilistic XML Retrieval. TDM 2004: 65-72

Thierry Artières, Nadji Gauthier, Patrick Gallinari, Bernadette Dorizzi: A Hidden Markov Models combination framework for handwriting recognition. IJDAR 5(4): 233-243 (2003)

Abdel Bellili, Michel Gilloux, Patrick Gallinari: An MLP-SVM combination architecture for offline handwritten digit recognition: Reduction of recognition errors by Support Vector Machines rejection mechanisms. IJDAR 5(4): 244-252 (2003)

Ludovic Denoyer, Jean-Noël Vittaut, Patrick Gallinari, Sylvie Brunessaux, Stephan Brunessaux: Structured multimedia document classification. ACM Symposium on Document Engineering 2003: 153-160

Huyen-Trang Vu, Ludovic Denoyer, Patrick Gallinari: Un modèle statistique pour la classification de documents structurés. EGC 2003: 233-246

Hermine Njike Fotzo, Patrick Gallinari, Nathalie Lagunas: Génération automatique d'une structure hiérarchique de concepts et de documents à partir de corpus. EGC 2003: 331-342

Sylvain Bidel, Laurent Lemoine, Frédéric Piat, Thierry Artières, Patrick Gallinari: Apprentissage de comportements utilisateurs de produits hypermédias. EGC 2003: 423-436

Patrick Gallinari, Sylvain Bidel, Laurent Lemoine, Frédéric Piat, Thierry Artières: Classification and Tracking of Hypermedia Navigation Patterns. ICANN 2003: 891-900

Sanparith Marukatat, Rudy Sicard, Thierry Artières, Patrick Gallinari: A Flexible Recognition Engine for Complex On-line Handwritten Character Recognition. ICDAR 2003: 1048-1052

Massih-Reza Amini, Patrick Gallinari: Semi-Supervised Learning with Explicit Misclassification Modeling. IJCAI 2003: 555-560

Ludovic Denoyer, Patrick Gallinari: A Belief Networks-Based Generative Model for Structured Documents. An Application to the XML Categorization. MLDM 2003: 328-342

Benjamin Piwowarski, Patrick Gallinari: A Machine Learning Model for Information Retrieval with Structured Documents. MLDM 2003: 425-438

Ludovic Denoyer, Patrick Gallinari: Using Belief Networks and Fisher Kernels for Structured Document Classification. PKDD 2003: 120-131

Frédéric Kerloch, Thierry Paquet, Patrick Gallinari: Using Structure For Information Extraction In Html Documents. PRIS 2003: 173-178

Massih-Reza Amini, Patrick Gallinari: Semi Supervised Logistic Regression. ECAI 2002: 390-394

Jean-Noël Vittaut, Massih-Reza Amini, Patrick Gallinari: Learning Classification with Both Labeled and Unlabeled Data. ECML 2002: 468-479

Sanparith Marukatat, Thierry Artières, Patrick Gallinari, Bernadette Dorizzi: Rejection measures for handwriting sentence recognition. IWFHR 2002: 24-29

Thierry Artières, Patrick Gallinari: Stroke level HMMs for on-line handwriting recognition. IWFHR 2002: 227-232

Haifeng Li, Thierry Artières, Patrick Gallinari: Data Driven Design of an ANN/HMM System for On-line Unconstrained Handwritten Character Recognition. ICMI 2002: 149-154

Haifeng Li, Thierry Artières, Patrick Gallinari: State Sharing in a Hybrid Neuro-Markovian On-Line Handwriting Recognition System through a Simple Hierarchical Clustering Algorithm. ICMI 2002: 203-210

Benjamin Piwowarski, Georges-Etienne Faure, Patrick Gallinari: Bayesian Networks and INEX. INEX Workshop 2002: 149-154

Massih-Reza Amini, Patrick Gallinari: The use of unlabeled data to improve supervised learning for text summarization. SIGIR 2002: 105-112

Sonia Garcia-Salicetti, Bernadette Dorizzi, Patrick Gallinari, Zsolt Wimmer: Maximum mutual information training for an online neural predictive handwritten word recognition system. IJDAR 4(1): 56-68 (2001)

Massih-Reza Amini, Patrick Gallinari: Learning for Text Summarization Using Labeled and Unlabeled Sentences. ICANN 2001: 1177-1184

Abdel Bellili, Michel Gilloux, Patrick Gallinari: An Hybrid MLP-SVM Handwritten Digit Recognizer. ICDAR 2001: 28-

Nadji Gauthier, Thierry Artières, Patrick Gallinari, Bernadette Dorizzi: Strategies for Combining On-line and Off-line Information in an On-line Handwriting Recognition System. ICDAR 2001: 412-416

Sanparith Marukatat, Thierry Artières, Patrick Gallinari, Bernadette Dorizzi: Sentence Recognition through Hybrid Neuro-Markovian Modeling. ICDAR 2001: 731-

Massih-Reza Amini, Patrick Gallinari: Automatic Text Summarization Using Unsupervised and Semi-supervised Learning. PKDD 2001: 16-28

Thomas Draier, Patrick Gallinari: Characterizing Sequences of User Actions for Access Logs Analysis. User Modeling 2001: 228-230

Thierry Artières, J.-M. Marchand, Patrick Gallinari, Bernadette Dorizzi: Multi-Modal Segmental Models for On-Line Handwriting Recognition. ICPR 2000: 2247-2250

Massih-Reza Amini, Hugo Zaragoza, Patrick Gallinari: Learning for Sequence Extraction Tasks. RIAO 2000: 476-490

Yann Guermeur, Christophe Geourjon, Patrick Gallinari, Gilbert Deléage: Improved performance in protein secondary structure prediction by inhomogeneous score combination. Bioinformatics 15(5): 413-421 (1999)

Patrick Gallinari, Tautvydas Cibas: Practical complexity control in multilayer perceptrons. Signal Processing 74(1): 29-46 (1999)

Massih-Reza Amini, Hugo Zaragoza, Patrick Gallinari: Sequence Models for Automatic Highlighting and Surface Information Extraction. BCS-IRSG Annual Colloquium on IR Research 1999

Zsolt Wimmer, Bernadette Dorizzi, Patrick Gallinari: Dictionary Preselection in a Neuro-Markovian Word Recognition System. ICDAR 1999: 539-542

Olivier Gascuel, Bernadette Bouchon-Meunier, Gilles Caraux, Patrick Gallinari, Alain Guénoche, Yann Guermeur, Yves Lechevallier, Christophe Marsala, Laurent Miclet, Jacques Nicolas, Richard Nock, Mohammed Ramdani, Michèle Sebag, Basavanneppa Tallur, Gilles Venturini, Patrick Vitte: Twelve Numerical, Symbolic and Hybrid Supervised Classification Methods. IJPRAI 12(4): 517-571 (1998)

Hugo Zaragoza, Patrick Gallinari, R. Curtelin, F. Leglaye: Multiple multivariate regression and global sequence optimization: : An application to large-scale models of radiation intensity. Signal Processing 64(3): 371-382 (1998)

Hugo Zaragoza, Patrick Gallinari: Coupled Hierarchical IR and Stochastic Models for Surface Information Extraction. BCS-IRSG Annual Colloquium on IR Research 1998

Abdelmoumène Toudeft, Patrick Gallinari: Neural and adaptive controllers for a non-minimum phase varying time-delay system. AI in Engineering 11(4): 431-439 (1997)

Zsolt Wimmer, Sonia Garcia-Salicetti, Bernadette Dorizzi, Patrick Gallinari: Off-Line Cursive Word Recognition with a Hybrid Neural-HMM System. BSDIA 1997: 249-260

Yann Guermeur, Florence d'Alché-Buc, Patrick Gallinari: Optimal Linear Regression on Classifier Outputs. ICANN 1997: 481-486

Hugo Zaragoza, Patrick Gallinari: Multiple Multivariate Regression and Global Optimization in a Large Scale Thermodynamical Application. ICANN 1997: 861-866

Patrick Gallinari: Predictive Models for Sequence Modelling, Application to Speech and Character Recognition. Summer School on Neural Networks 1997: 418-434

Tautvydas Cibas, Françoise Fogelman-Soulié, Patrick Gallinari, Sarunas Raudys: Variable selection with neural networks. Neurocomputing 12(2-3): 223-248 (1996)

Philippe Leray, Patrick Gallinari, Elisabeth Didelet: Diagnosis Tools for Telecommunication Network Traffic Management. ICANN 1996: 209-214

Yann Guermeur, Patrick Gallinari: Combining Statistical Models for Protein Secondary Structure Prediction. ICANN 1996: 599-604

Younès Bennani, Patrick Gallinari: Neural networks for discrimination and modelization of speakers. Speech Communication 17(1-2): 159-175 (1995)

Sonia Garcia-Salicetti, Bernadette Dorizzi, Patrick Gallinari, A. Mellouk, D. Fanchon: A hidden Markov model extension of a neural predictive system for on-line character recognition. ICDAR 1995: 50-53

Thierry Artières, Patrick Gallinari: Multi-state predictive neural networks for text-independent speaker recognition. EUROSPEECH 1995

Adelaide Stevenur, Patrick Gallinari: Integrating heuristic preferences into a neural understanding system. EUROSPEECH 1995

Thierry Artières, Patrick Gallinari: Neural models for extracting speaker characteristics in speech modelization systems. EUROSPEECH 1993

A. Mellouk, Patrick Gallinari, F. Rauscher: Prediction and discrimination in neural networks for continuous speech recognition. EUROSPEECH 1993

Patrick Gallinari, Sylvie Thiria, Fouad Badran, Françoise Fogelman-Soulié: On the relations between discriminant analysis and multilayer perceptrons. Neural Networks 4(3): 349-360 (1991)

Khalid Choukri, S. Soudoplatoff, A. Wallyn, Frédéric Bimbot, H. Valbret, Patrick Gallinari, Younès Bennani, A. Varga, M. Immendorfer, T. Michaux: Speech processing and recognition using integrated neurocomputing techniques (Esprit Basic Research Action 3228: SPRINT). Neurocomputing 2(2): 71-78 (1990)

Léon Bottou, Patrick Gallinari: A Framework for the Cooperation of Learning Algorithms. NIPS 1990: 781-788