AMINI Massih-Reza
Forschungsleitung (Direction de recherche) : Patrick GALLINARI
Combinaison de traducteurs pour l'analyse de séquences. Application au traitement de l'écriture
Verteidigung einer Doktorarbeit : 13.07.2001
Datum, an dem das LIP6 verlassen wurde : 31.08.2002Publikationen 1998-2015
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2015
- A. Fakeri‑Tabrizi, M.‑R. Amini, C. Goutte, N. Usunier : “Multiview self-learning”, Neurocomputing, vol. 155, pp. 117–127, (Elsevier) (2015)
- I. Partalas, A. Kosmopoulos, N. Baskiotis, Th. Artières, G. Paliouras, E. Gaussier, I. Androutsopoulos, M.‑R. Amini, P. Gallinari : “LSHTC: A Benchmark for Large-Scale Text Classification”, (2015)
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2013
- A. Fakeri‑Tabrizi, M.‑R. Amini, P. Gallinari : “Multiview Semi-Supervised Ranking for Automatic Image Annotation”, ACM International Conference on Multimedia, Barcelone, Spain, pp. 513-516, (ACM) (2013)
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2012
- B. Piwowarski, M.‑R. Amini, M. Lalmas : “On using a quantum physics formalism for multidocument summarization”, Journal of the American Society for Information Science and Technology, vol. 63 (5), pp. 865-888, (Association for Information Science and Technology (ASIS&T)) (2012)
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2011
- N. Usunier, M.‑R. Amini, C. Goutte : “Multiview Semi-Supervised Learning for Ranking Multilingual Documents”, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, vol. 6913, Lecture Notes in Computer Science, Athens, Greece, pp. 443-458, (Springer) (2011)
- M.‑R. Amini, N. Usunier : “Transductive Learning over Automatically Detected Themes for Multi-Document Summarization”, Proceedings of the 34th Annual ACM SIGIR Conference (SIGIR 2011), Beijing, China, pp. 1193-1194, (ACM) (2011)
- A. Krithara, M.‑R. Amini, C. Goutte, J.‑M. Renders : “Learning Aspect Models with Partially Labeled Data”, Pattern Recognition Letters, vol. 32 (2), pp. 297-304, (Elsevier) (2011)
- T. Truong, D. Buffoni, N. Usunier, M.‑R. Amini, P. Gallinari : “Modèles d’Ordonnancement pour le Résumé Automatique et la Recherche d’Information”, chapitre de Modèles Statistiques pour l'Accès à l'Information Textuelle, pp. 19-42, (Hermès-Lavoisier), (ISBN: 2746224976) (2011)
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2010
- M.‑R. Amini, C. Goutte, N. Usunier : “Combining Coregularization and Consensus-Based Self-Training for Multilingual Text Categorization”, Proceedings of the 33rd Annual ACM SIGIR Conference (SIGIR 2010), Geneva, Switzerland, pp. 475-482, (ACM) (2010)
- Y.‑M. Kim, M.‑R. Amini, C. Goutte, P. Gallinari : “Multiview Clustering of Multilingual Documents”, Proceedings of the 33rd Annual ACM SIGIR Conference (SIGIR 2010), Geneva, Switzerland, pp. 812-822, (ACM) (2010)
- M.‑R. Amini, C. Goutte : “A Co-classification Approach to Learning from Multilingual Corpora”, Machine Learning, vol. 79 (1-2), pp. 105-121, (Springer Verlag) (2010)
- J.‑F. Pessiot, Y.‑M. Kim, M.‑R. Amini, P. Gallinari : “Improving Document Clustering in a Learned Concept Space”, Information Processing and Management, vol. 46 (2), pp. 180-192, (Elsevier) (2010)
- Y.‑M. Kim, J.‑F. Pessiot, M.‑R. Amini, P. Gallinari : “Apprentissage d’un Espace de Concepts de Mots pour une Nouvelle Représentation des Données Textuelles”, Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, vol. 13 (1), pp. 63-82, (Hermès) (2010)
- S. Tollari, M. Detyniecki, A. Fakeri‑Tabrizi, Ch. Marsala, M.‑R. Amini, P. Gallinari : “Exploitation du contenu visuel pour améliorer la recherche textuelle d’images en ligne”, Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, vol. 13 (1), pp. 187-209, (Hermès) (2010)
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2009
- M.‑R. Amini, N. Usunier, C. Goutte : “Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization”, Advances in Neural Information Processing Systems, Vancouver, Canada (2009)
- S. Tollari, M. Detyniecki, A. Fakeri‑Tabrizi, Ch. Marsala, M.‑R. Amini, P. Gallinari : “Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval”, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Revised Selected Papers, vol. 5706, Lecture Notes in Computer Science, Aarhus, Denmark, pp. 577-584, (Springer Berlin / Heidelberg) (2009)
- M.‑R. Amini, N. Usunier : “Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization”, ACM International Conference on Research and Development in Information Retrieval, Boston, United States, pp. 704-705, (ACM) (2009)
- T. Truong, M.‑R. Amini, P. Gallinari : “Apprentissage de fonctions d’ordonnancement avec un flux de données non-étiquetées”, Conference d'Apprentissage, CAP 2009, Hammamet, Tunisia (2009)
- Y.‑M. Kim, J.‑F. Pessiot, M.‑R. Amini, P. Gallinari : “Une extension du modèle sémantique latent probabiliste pour le partitionnement non-supervisé de documents textuels”, Conférence d'apprentissage, CAP 2009, Hammamet, Tunisia (2009)
- S. Tollari, M. Detyniecki, A. Fakeri‑Tabrizi, Ch. Marsala, M.‑R. Amini, P. Gallinari : “Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d’images”, Actes de Conférence en Recherche d'Informations et Applications (CORIA'09), Toulon, France, pp. 83-98 (2009)
- S. Tollari, M. Detyniecki, Ch. Marsala, A. Fakeri‑Tabrizi, M.‑R. Amini, P. Gallinari : “Exploiting Visual Concepts to Improve Text-Based Image Retrieval”, European Conference on Information Retrieval (ECIR), vol. 5478, Lecture Notes in Computer Science, Toulouse, France, pp. 701-705, (Springer) (2009)
- T. Truong, M.‑R. Amini, P. Gallinari : “A self-training method for learning to rank with unlabeled data”, European Symposium on Artificial Neural Networks (ESANN 2009), Bruges, Belgium, pp. 17-22 (2009)
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2008
- M.‑R. Amini, F. Laviolette, N. Usunier : “A Transductive Bound for the Voted Classifier with an Application to Semi-Superivsed Learning”, Advances in Neural Information Processing Systems, Vancouver, Canada (2008)
- Y.‑M. Kim, J.‑F. Pessiot, M.‑R. Amini, P. Gallinari : “An Extension of PLSA for Document Clustering”, 17th ACM Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, CA, United States, pp. 1345-1346, (ACM) (2008)
- S. Tollari, M. Detyniecki, A. Fakeri‑Tabrizi, M.‑R. Amini, P. Gallinari : “UPMC/LIP6 at ImageCLEFphoto 2008: on the exploitation of visual concepts (VCDT)”, QUAERO/ImageCLEF Workshop on Multimedia Information Retrieval Evaluation, Aarhus, Denmark, pp. 1-10 (2008)
- S. Tollari, M. Detyniecki, M. Ferecatu, H. Glotin, Ph. Mulhem, M.‑R. Amini, A. Fakeri‑Tabrizi, P. Gallinari, H. Sahbi, Zh. Zhao : “Consortium AVEIR at ImageCLEFphoto 2008: on the fusion of runs”, Working Notes for the CLEF 2008 workshop, vol. 1174, CEUR-WS, Aarhus, Denmark, (CEUR) (2008)
- A. Fakeri‑Tabrizi, M.‑R. Amini, S. Tollari, P. Gallinari : “UPMC/LIP6 at ImageCLEF’s WikipediaMM: An Image-Annotation Model for an Image Search-Engine”, Working Notes for the CLEF 2008 workshop, vol. 1174, CEUR-WS, Aarhus, Denmark, (CEUR) (2008)
- M.‑R. Amini, T. Truong, C. Goutte : “A Boosting Algorithm for Learning Bipartite Ranking Functions with Partially Labeled Data”, 31st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2008), Singapore, Singapore, pp. 99-106, (ACM) (2008)
- T. Truong, M.‑R. Amini, P. Gallinari : “Apprentissage de Fonctions d’Ordonnancement Semi-Supervisé Inductives”, Conference d'Apprentissage, CAP 2008, Porquerolles, France (2008)
- Y.‑M. Kim, J.‑F. Pessiot, M.‑R. Amini, P. Gallinari : “Apprentissage d’un espace de concepts de mots pour une nouvelle représentation des données textuelles”, COnférence en Recherche d'Information et Applications (CORIA 2008), Trégastel, France, pp. 119-134 (2008)
- A. Krithara, M.‑R. Amini, C. Goutte : “Semi-Supervised Document Classification with a Mislabeling Error Model”, European Conference on Information Retrieval (ECIR'08), vol. 4956, Lecture Notes in Computer Science, Glasgow, United Kingdom, pp. 370-381, (Springer) (2008)
- J.‑F. Pessiot, Y.‑M. Kim, M.‑R. Amini, N. Usunier, P. Gallinari : “Une méthode contextuelle d’extension de requête avec des groupements de mots pour le résumé automatique”, Conference en Recherche d'information et Applications, CORIA 2008, Trégastel, France, pp. 289-304 (2008)
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2007
- M.‑R. Amini : “Apprentissage de fonctions de classification et d’ordonnancement avec des donnéees partiellement étiquetées”, habilitation, verteidigung einer doktorarbeit 11.12.2007 (2007)
- Ch. Marsala, M. Detyniecki, N. Usunier, M.‑R. Amini : “High-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost”, TRECVID 2007 workshop participants notebook papers, Gaithersburg, MD, United States, (NIST) (2007)
- J.‑F. Pessiot, T. Truong, N. Usunier, M.‑R. Amini, P. Gallinari : “Learning to Rank for Collaborative Filtering”, International Conference on Enterprise Information Systems (ICEIS), Madeira, Portugal, pp. 145-151 (2007)
- M.‑R. Amini, A. Tombros, N. Usunier, M. Lalmas : “Learning Based Summarisation of XML Documents”, Information Retrieval Journal, vol. 10 (3), pp. 233-255, (Springer) (2007)
- M.‑R. Amini, N. Usunier : “A Contextual Query Expansion Approach by Term Clustering for Robust Text Summarization”, Document Understanding Conference (DUC), Rochester, United States, pp. 48-55 (2007)
- J.‑F. Pessiot, T. Truong, N. Usunier, M.‑R. Amini, P. Gallinari : “Filtrage Collaboratif avec un Algorithme d’Ordonnancement”, Conférence en Recherche d'Information et Applications (CORIA), Saint-Etienne, France, pp. 165-180, (Université de Saint-Etiennes) (2007)
- T. Truong, M.‑R. Amini : “Apprentissage semi-supervisé de fonctions d’ordonnancement”, Extraction et Gestion des Connaissances (EGC), vol. RNTI-E-9, RNTI, Namur, Belgium, pp. 497-507 (2007)
- N. Usunier, M.‑R. Amini, P. Gallinari : “Apprentissage et Systèmes de Question-Réponse”, chapitre de La recherche d'informations précises, Traité IC2, (Hermès-Lavoisier) (2007)
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2006
- T. Truong, M.‑R. Amini, P. Gallinari : “Learning to Rank with Partially Labeled Training Data”, 1st International Conference on Multidisciplinary Information Sciences and Technologies, Merida, Spain, pp. 64-74 (2006)
- A. Krithara, C. Goutte, M.‑R. Amini, J.‑M. Renders : “Reducing the Annotation Burden in Text Classification”, 1st International Conference on Multidisciplinary Information Sciences and Technologies, Merida, Spain, pp. 34-44 (2006)
- M.‑R. Amini, N. Usunier, F. Laviolette, A. Lacasse, P. Gallinari : “A Selective Sampling Strategy for Label Ranking”, European Conference on Machine Learning (ECML'06), vol. 4212, Lecture Notes in Computer Science, Berlin, Germany, pp. 18-29, (Springer) (2006)
- A. Krithara, C. Goutte, M.‑R. Amini, J.‑M. Renders : “Active, Semi-Supervised Learning for Textual Information Access”, International Workshop on Intelligent Information Access (IIIA 2006), Helsinki, Finland, pp. 24-25 (2006)
- J.‑F. Pessiot, T. Truong, N. Usunier, M.‑R. Amini, P. Gallinari : “Factorisation en Matrices Non-Négatives pour le Filtrage Collaboratif”, 3eme Conference en Recherche d'Information et Applications (CORIA'06), Lyon, France, pp. 315-326 (2006)
- N. Usunier, M.‑R. Amini, P. Gallinari : “Résumé Automatique de Texte avec un Algorithme d’Ordonnacement”, Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, vol. 11 (2), pp. 71-91, (Lavoisier) (2006)
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2005
- N. Usunier, M.‑R. Amini, P. Gallinari : “Generalisation Error Bounds for Classifiers Trained with Interdependent Data”, NIPS 2005 - 18th International Conference on Neural Information Processing Systems, Vancouver, Canada, pp. 1369-1376, (MIT Press) (2005)
- N. Usunier, T. Truong, M.‑R. Amini, P. Gallinari : “Ranking with Unlabeled Data: A First Study”, NIPS'05 Workshop on Learning to Rank (NIPS'05-LR), Whistler, BC, Canada, pp. 24-28 (2005)
- M.‑R. Amini, P. Gallinari : “Semi-supervised Learning with an Imperfect Supervisor”, Knowledge and Information Systems (KAIS), vol. 8 (4), pp. 385-413, (Springer) (2005)
- M.‑R. Amini, T. Anastasios, N. Usunier, M. Lalmas, P. Gallinari : “Learning to Summarise XML Documents by Combining Content and Structure Features”, CIKM 2005 - 14th ACM international conference on Information and knowledge management, Bremen, Germany, pp. 297-298, (ACM) (2005)
- N. Usunier, M.‑R. Amini, P. Gallinari : “A Data-dependent Generalisation Error Bound for the AUC”, ICML'05 workshop on ROC Analysis in Machine Learning, Bonn, Germany (2005)
- Ch. Jacquemin, L.‑M. Ho‑Dac, B. Grau, M.‑R. Amini, P. Gallinari : “Appréhender dynamiquement les textes à plusieurs niveaux de détail”, Colloque Société de l'Information, Lyon, France, pp. 1-6 (2005)
- M.‑R. Amini, N. Usunier, P. Gallinari : “Automatic Text Summarization based on Word-Clusters and Ranking Algorithms”, ECIR 2005 - 27th European Conference on Information Retrieval, vol. 3408, Lecture Notes in Computer Science, Santiago de Compostela, Spain, pp. 142-156, (Springer) (2005)
- N. Usunier, M.‑R. Amini, P. Gallinari : “Résumé Automatiques de Textes avec un algorithme d’ordonnancement”, CORIA 2005 - 2e Conférence en Recherche d'Informations et Applications, Grenoble, France, pp. 25-40 (2005)
- N. Usunier, M.‑R. Amini, P. Gallinari : “Combinaison de fonctions de préférence par Boosting pour la recherche de passages dans les systèmes de question/réponse”, Extraction et Gestion de Connaissances (EGC'05), vol. RNTI-E-3, RNTI, Paris, France, pp. 1-6 (2005)
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2004
- N. Usunier, M.‑R. Amini, P. Gallinari : “Boosting Weak Ranking Functions to Enhance Passage Retrieval for Question Answering”, SIGIR 2004 workshop on Information Retrieval for Question Answering, Shefield, United Kingdom (2004)
- N. Usunier, M.‑R. Amini, P. Gallinari : “Génération de requêtes pour les systèmes de Q/R avec un modèle d’apprentissage statistique”, TALN 2004 Workshop of Question-Réponse, Fès, Morocco, pp. 1-10 (2004)
- M. Caillet, J.‑F. Pessiot, M.‑R. Amini, P. Gallinari : “Unsupervised Learning with Term Clustering for Thematic Segmentation of Texts”, 7e Conférence sur la Recherche d'Information Assistée par Ordinateur (RIAO'04), Avignon, France, pp. 648-656 (2004)
- J.‑F. Pessiot, M. Caillet, M.‑R. Amini, P. Gallinari : “Apprentissage non-supervisé pour la segmentation automatique de textes”, Première Conférence en Recherche d'Information et Applications (CORIA'04), Toulouse, France, pp. 213-228 (2004)
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2003
- M.‑R. Amini, P. Gallinari : “Semi-Supervised Learning with Explicit Misclassification Modeling”, IJCAI 2003 - 18th International Joint Conference on Artificial Intelligence, Acapulco, Mexico, pp. 555-560 (2003)
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2002
- J.‑N. Vittaut, M.‑R. Amini, P. Gallinari : “Learning Classification with Both Labeled and Unlabeled Data”, Machine Learning: ECML 2002, 13th European Conference on Machine Learning, vol. 2430, Lecture Notes in Computer Science, Helsinki, Finland, pp. 468-479, (Springer) (2002)
- M.‑R. Amini, P. Gallinari : “The Use of Unlabeled data to Improve Supervised Learning for Text Summarization”, SIGIR 2002 - 25th International ACM SIGIR Conference on Research and Development in Information Retrieval, Tampere, Finland, pp. 105-112, (ACM) (2002)
- M.‑R. Amini, P. Gallinari : “Semi-Supervised Logistic Regression”, 15th European Conference on Artificial Intelligence (ECAI 2002), Lyon, France, pp. 390-394 (2002)
- P. Gallinari, H. Zaragoza, M.‑R. Amini : “Apprentissage et Données Textuelles”, chapitre de Base de Données et Statistiques, (Dunod) (2002)
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2001
- M.‑R. Amini : “Combinaison de traducteurs pour l’analyse de séquences. Application au traitement de l’écriture”, these, verteidigung einer doktorarbeit 13.07.2001, forschungsleitung (direction de recherche) Gallinari, Patrick (2001)
- M.‑R. Amini, P. Gallinari : “Automatic Text Summarization using Unsupervised and Semi-supervised Learning.”, 12th European Conference on Machine Learning, ECML'01, vol. 2168, Lecture Notes in Computer Science, Freiburg, Germany, pp. 16-28, (Springer) (2001)
- M.‑R. Amini, P. Gallinari : “Learning for Text Summarization using Labeled and Unlabeled Sentences.”, ICANN 2001 - 11th International Conference of Artificial Neural Networks, vol. 2130, Lecture Notes in Computer Science, Vienna, Austria, pp. 1177-1184, (Springer) (2001)
- M.‑R. Amini, P. Gallinari : “Self supervised learning for automatic text summarization by text span extraction”, Proceedings of the 23rd BCS European Annual Colloquium on Information Retrieval (ECIR'01), Darmstadt, Germany, pp. 55-63 (2001)
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2000
- M.‑R. Amini : “Interactive Learning for Text Summarization”, PKDD/MLTIA Workshop on Machine Learning and Textual Information, Lyon, France (2000)
- M.‑R. Amini, H. Zaragoza, P. Gallinari : “Learning for Sequence Extraction Tasks.”, 6th Conference on "Content-Based Multimedia Information Access" (RIAO'2000), Paris, France, pp. 476-490 (2000)
- M.‑R. Amini, H. Zaragoza, P. Gallinari : “Utilisation de réseaux de neurones pour l’analyse de séquences dans les textes”, CAP'2000, Saint Etienne, France (2000)
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1999
- M.‑R. Amini, H. Zaragoza, P. Gallinari : “Stochastic Models for Surface Information Extraction in Texts”, 9th International Conference of Artificial Neural Networks, Edinburgh, United Kingdom, pp. 892-897 (1999)
- M.‑R. Amini, H. Zaragoza, P. Gallinari : “Dynamic Models for Automatic Highlighting and Surface Information Extraction”, The 21st Annual Colloquium on IR Research, British Computer Society's Information Retrieval Specialist Group, Glasgow, United Kingdom (1999)
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1998
- M.‑R. Amini, P. Gallinari, F. D'Alché‑Buc, F. Bonnard, E. Fernandez : “Automated statistical recognition of Partial Discharges in insulation systems”, ICANN 98 - 8th International Conference of Artificial Neural Netwoks, Perspectives in Neural Computing, Skövde, Sweden, pp. 701-706, (Springer) (1998)