PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Massih Amini

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Number of EPrints submitted by this user: 46

Boosting Weak Ranking Functions to Enhance Passage Retrieval for Question Answering
Nicolas Usunier, Massih Amini and Gallinari Patrick
In: SIGIR 2004, 25-29 July 2004, Sheffield, England.

Unsupervised Learning with Term Clustering for Thematic segmentation of Texts .
Marc Caillet, Jean-François Pessiot, Massih Amini and Patrick Gallinari
In: RIAO 2004, 26-28 April 2004, Toulouse, France.

Apprentissage non-supervisé pour la segmentation automatique de textes
Jean-François Pessiot, Marc Caillet, Massih Amini and Patrick Gallinari
In: CORIA 2004, 10-12 March 2004, Toulouse, France.

Génération de requêtes pour les systèmes de Q/R avec un modèle d'apprentissage statistique
Nicolas Usunier, Massih Amini and Patrick Gallinari
In: TALN 2004, 19-22 April 2004, Fès, Marocco.

Semi-supervised Learning with an Imperfect Supervisor
Massih Amini and Patrick Gallinari
Knowledy and Information Systems 2005. ISSN 0219-1377

A data-dependent generalisation error bound for the AUC
Nicolas Usunier, Massih Amini and Patrick Gallinari
In: ROCML ICML 2005 Workshop, 8-12 August 2005, Bonn, Germany.

Automatic Text Summarization based on Word-Clusters and Ranking Algorithms
Massih Amini, Nicolas Usunier and Patrick Gallinari
In: European Conference on Information Retrieval (ECIR 2005), 21-23 March 2005, Santiago de Compostela, Spain.

Résumé Automatiques de Textes avec un algorithme d'ordonnancement
Nicolas Usunier, Massih Amini and Patrick Gallinari
In: Conference en Recherche d'Informations et Applications, 9-11 March 2005, Grenoble, France.

Combinaison de fonctions de préférence par Boosting pour la recherche de passages dans les systèmes de question/réponse.
Nicolas Usunier, Massih Amini and Patrick Gallinari
In: Extraction et Gestion de Connaissances (EGC'05), 19-21 Jan 2005, Paris, France.

Learning to Summarise XML Documents by Combining Content and Structure Features
Massih Amini, Tombros Anastasios, Nicolas Usunier, Mounia Lalmas and Patrick Gallinari
In: ACM Fourteenth Conference on Information and Knowledge Management (CIKM 2005), 31 Oct - 5 Nov 2005, Bremen, Germany.

Generalisation Error Bounds for Classifiers Trained with Interdependent Data
Nicolas Usunier, Massih Amini and Patrick Gallinari
In: NIPS 2005, 3 Dec - 10 Dec 2005, Vancouver, Canada.

Ranking with Unlabeled Data: A first Study
Nicolas Usunier, Truong Vinh, Massih Amini and Patrick Gallinari
In: NIPS'05 Workshop on Learning to Rank, 5Dec-8Dec 2005, Vancouver, Canada.

Factorisation en Matrices Non-Négatives pour le Filtrage Collaboratif
Jean-François Pessiot, truong Vinh, Nicolas Usunier, Massih Amini and Patrick Gallinari
In: CORIA 2006, 19-21 Mar 2006, Lyon, France.

Learning to Rank with Partially Labeled Training Data
truong Vinh, Massih Amini and Patrick Gallinari
In: InSciT 2006, 25-28 Oct 2006, Mérida, Spain.

A Selective Sampling Strategy for Label Ranking
Massih Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse and Patrick Gallinari
In: ECML 2006, 17-22 Sep 2006, Berlin, Germany.

Résumé Automatique de Texte avec un Algorithme d'Ordonnacement
Nicolas Usunier, Massih Amini and Nicolas Usunier
Ingénierie des Systèmes d'Information Volume 11, Number 2, pp. 71-91, 2006.

Learning Based Summarization of XML Documents
Massih Amini, Anastasios Tombros, Nicolas Usunier and Mounia Lalmas
Information Retrieval 1, 2006. ISSN 1386-4564

Semi-Supervised Learning with Explicit Misclassification Modeling
Massih Amini and Patrick Gallinari
In: IJCAI 2003, 9-15 Aug 2003, Acapulco, Mexico.

Unsupervised Learning with Term Clustering for Thematic Segmentation of Texts
Marc Caillet, Jean-François Pessiot, Massih Amini and Patrick Gallinari
In: RIAO 2004, 26-28 Apr 2004, Avignon, France.

Apprentissage semi--supervisé de fonctions d'ordonnancement
Vinh Truong and Massih Amini
In: 7th Conference on "Extraction et Gestion des Connaissances" EGC 2007, 23-27 January 2007, Namur, Belgium.

Filtrage Collaboratif avec un Algorithme d'Ordonnancement
Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari
In: 4th conference francophone en Recherche d'Information et Applications (CORIA'07), 28-30 March 2007, Saint-Etienne, France.

Learning to Rank for Collaborative Filtering
Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari
In: 9th International Conference on Enterprise Information Systems, 12-16 June 2007, Madeira, Portugal.

A Contextual Query Expansion Approach by Term Clustering for Robust Text Summarization
Massih Amini and Nicolas Usunier
In: 7th Document Understanding Conference (DUC'07), 26-27 Apr 2007, New York, USA.

Apprentissage et Systèmes de Question-Réponse
Nicolas Usunier, Massih Amini and Patrick Gallinari
In: Les Systèmes de Question-Réponse (2007) Hermès, Lavoisier , Paris, France , pp. 1-27.

Semi-supervised Document Classification with a Mislabeling Error Model
Anastasia Krithara, Massih Amini, Jean-Michel Renders and Cyril Goutte
In: 30th European Conference on Information Retrieval (ECIR 2008), 31 March - 2 April 2008, Glasgow, England.

High-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm
Christophe Marsala, Marcin Detyniecki, Nicolas Usunier and Massih Amini
In: TREC Video Retrieval Evaluation Online Proceedings (TRECVID 2007), 1-3 Nov 2007, USA.

Apprentissage de Fonctions d'ordonnancement et de classification avec des données partiellement étiquetées
Massih Amini
(2007) Other thesis, University of Pierre et Marie Curie (Paris 6).

Une Méthode Contextuelle d'Extension de Requête avec des Groupements de Mots pour le Résumé Automatique
Jean-François Pessiot, Young Min Kim, Massih Amini, Nicolas Usunier and Patrick Gallinari
In: Proceedings of the 5th Conférence en Recherche d'Information et Applications, 12-14 Mar 2008, Trégastel, France.

Apprentissage d'un espace de concepts de mots pour une nouvelle représentation des données textuelles
Young Min Kim, Jean-François Pessiot, Massih Amini and Patrick Gallinari
In: Proceedings of the 5th Conférence en Recherche d'Information et Applications, 12-14 Mar 2008, Trégastel, France.

A Boosting Algorithm for Learning Bipartite Ranking Functions with Partially Labeled Data
Massih Amini, Vinh truong and Cyril Goutte
In: SIGIR 2008, 20-24 July 2008, Singapore.

Apprentissage de fonctions d'ordonnancement semi--supervisé inductives
Vinh Truong, Massih Amini and Patrick Gallinari
In: Conference D'Apprentissage (CAp 2008), 29-31 May 2008, Ile de Porquerolles, France.

An Extension of PLSA for Document Clustering
Youngmin Kim, Jean-François Pessiot, Massih Amini and Patrick Gallinari
In: CIKM 2008, 26-30 Oct 2008, Napa Valley, California, USA.

A self--training method for learning to rank with unlabeled data
Vinh Truong, Massih Amini and Patrick Gallinari
In: European Symposium on Artificial Neural Networks (ESANN 2009), 22-24 Apr 2009, Bruges, Belgium.

Apprentissage et Systèmes de Question-Réponse
Nicolas Usunier, Massih Amini and Patrick Gallinari
In: La recherche d'informations précises Hermes Science . (2007) Hermes , Paris , pp. 69-104. ISBN 978 2 7462 1570 2

Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization
Massih Amini and Nicolas Usunier
In: SIGIR 2009, 19-23 JUL 2009, Boston, USA.

Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization
Massih Amini, Nicolas Usunier and Cyril Goutte
In: NIPS 2009, 6-11 Dec 2009, Vancouver, Canada.

Apprentissage de fonctions de classification et d'ordonnancement avec des données partiellement étiquetées
Massih Amini
(2007) Other thesis, University of Pierre et Marie-Curie.

Modèles d'ordonnancement pour le résumé automatique et la recherche d'information
Tuong Vinh Truong, David Buffoni, Nicolas Usunier, Massih Amini and Patrick Gallinari
In: Modèles statistiques pour l'accès à l'information textuelle (2011) Hermès-Lavoisier , Paris, France , pp. 59-88. ISBN 2746224976

A Co-Classification Approach to Learning from Multilingual Corpora
Massih Amini and Cyril Goutte
Machine Learning Journal Volume 79, Number 1-2, pp. 105-121, 2010.

Improving Document Clustering in a Learned Concept Space
Jean-François Pessiot, Young-Min Kim, Massih Amini and Patrick Gallinari
Information Processing & Management Volume 46, Number 2, pp. 180-192, 2010.

Learning Aspect Models with Partially Labeled Data
Anastasia Krithara, Massih Amini, Cyril Goutte and Jean-Michel Renders
Learning aspect models with partially labeled data Volume 32, Number 2, pp. 294-304, 2011.

Combining Coregularization and Consensus-based Self-Training for Multilingual Text Categorization
Massih Amini, Cyril Goutte and Nicolas Usunier
In: SIGIR 2010, 19-23 July 2010, Geneva, Switzerland.

We propose a new multi-view clustering method which uses clustering results obtained on each view as a voting pattern in order to construct a new set of multi-view clusters. Our experiments on a multilingual corpus of documents show that performance increases significantly over simple concatenation and another multi-view clustering technique.
Young-Min Kim, Massih Amini, Cyril Goutte and Patrick Gallinari
In: SIGIR 2010, 19-23 July 2010, Geneva, Switzerland.

Multiview Clustering of Multilingual Documents
Young-Min Kim, Massih Amini, Cyril Goutte and Patrick Gallinari
In: SIGIR 2010, 19-23 July 2010, Geneva, Switzerland.

Transductive Learning over Automatically Detected Themes for Multi-Document Summarization
Massih Amini and Nicolas Usunier
In: SIGIR 2011, 24-28 July 2011, Beijing, China.

Multiview Semi-Supervised Learning for Ranking Multilingual Documents
Nicolas Usunier, Massih Amini and Cyril Goutte
In: ECML-PKDD 2011, 5-9 Sep 2011, Greece.