Massih-Reza Amini

Massih-Reza Amini, Éric Gaussier: Recherche d'Information - applications, modèles et algorithmes. Eyrolles 2013, isbn 978-2-212-13532-9, pp. I-XIX, 1-233

Benjamin Piwowarski, Massih-Reza Amini, Mounia Lalmas: On using a quantum physics formalism for multidocument summarization. JASIST 63(5): 865-888 (2012)

Michelle Kovesi, Cyril Goutte, Massih-Reza Amini: Fast on-line learning for multilingual categorization. SIGIR 2012: 1071-1072

Anastasia Krithara, Massih-Reza Amini, Cyril Goutte, Jean-Michel Renders: Learning aspect models with partially labeled data. Pattern Recognition Letters 32(2): 297-304 (2011)

Nicolas Usunier, Massih-Reza Amini, Cyril Goutte: Multiview Semi-supervised Learning for Ranking Multilingual Documents. ECML/PKDD (3) 2011: 443-458

Massih-Reza Amini, Nicolas Usunier: Transductive learning over automatically detected themes for multi-document summarization. SIGIR 2011: 1193-1194

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)

Massih-Reza Amini, Cyril Goutte: A co-classification approach to learning from multilingual corpora. Machine Learning 79(1-2): 105-121 (2010)

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

Anastasia Krithara, Massih-Reza Amini, Cyril Goutte, Jean-Michel Renders: An Extension of the Aspect PLSA Model to Active and Semi-Supervised Learning for Text Classification. SETN 2010: 183-192

Massih-Reza Amini, Cyril Goutte, Nicolas Usunier: Combining coregularization and consensus-based self-training for multilingual text categorization. SIGIR 2010: 475-482

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

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

Massih-Reza Amini, Nicolas Usunier, Cyril Goutte: Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization. NIPS 2009: 28-36

Massih-Reza Amini, Nicolas Usunier: Incorporating prior knowledge into a transductive ranking algorithm for multi-document summarization. SIGIR 2009: 704-705

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

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

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

Anastasia Krithara, Massih-Reza Amini, Jean-Michel Renders, Cyril Goutte: Semi-supervised Document Classification with a Mislabeling Error Model. ECIR 2008: 370-381

Massih-Reza Amini, François Laviolette, Nicolas Usunier: A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning. NIPS 2008: 65-72

Massih-Reza Amini, Tuong-Vinh Truong, Cyril Goutte: A boosting algorithm for learning bipartite ranking functions with partially labeled data. SIGIR 2008: 99-106

Massih-Reza Amini, Anastasios Tombros, Nicolas Usunier, Mounia Lalmas: Learning-based summarisation of XML documents. Inf. Retr. 10(3): 233-255 (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

Tuong-Vinh Truong, Massih-Reza Amini: Apprentissage semi-supervisé de fonctions d'ordonnancement. EGC 2007: 497-507

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

Christophe Marsala, Marcin Detyniecki, Nicolas Usunier, Massih-Reza Amini: UHigh-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm. TRECVID 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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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