PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

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PASCAL Network

Full NameMassih-Reza Amini
TitleFull Professor
SiteUniversité Pierre et Marie Curie (Paris 6)
StatusResearcher
Tel+33 4 56 52 03 05
Fax
WWWama.liglab.fr/~amini

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Information Retrieval & Textual Information Access
Publications

Number of records: 58.

A Contextual Query Expansion Approach by Term Clustering for Robust Text Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (June 2007)
High-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm Christophe Marsala, Marcin Detyniecki, Nicolas Usunier and Massih Amini Conference or Workshop Item (01 November 2007)
A Boosting Algorithm for Learning Bipartite Ranking Functions with Partially Labeled Data Massih Amini, Vinh truong and Cyril Goutte Conference or Workshop Item (2008)
A Co-Classification Approach to Learning from Multilingual Corpora Massih Amini and Cyril Goutte Article (February 2010)
A data-dependent generalisation error bound for the AUC Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (12 August 2005)
A Selective Sampling Strategy for Label Ranking Massih Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse and Patrick Gallinari Conference or Workshop Item (17 September 2006)
A self--training method for learning to rank with unlabeled data Vinh Truong, Massih Amini and Patrick Gallinari Conference or Workshop Item (22 April 2009)
A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning Massih Amini, François Laviolette and Nicolas Usunier Conference or Workshop Item (2009)
Active, Semi-Supervised Learning for Textual Information Access Anastasia Krithara, Cyril Goutte, Massih Amini and Jean-Michel Renders Conference or Workshop Item (07 July 2006)
An extension of PLSA for document clustering Young-Min Kim, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (2008)
An Extension of PLSA for Document Clustering Youngmin Kim, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (2008)
An extension of the Aspect PLSA Model to Active and Semi-supervised Learning for Text Classification Anastasia Krithara, Massih Amini, Cyril Goutte and Jean-Michel Renders Conference or Workshop Item Item not available online. (25 February 2010)
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 Conference or Workshop Item (01 February 2008)
Apprentissage de Fonctions d'ordonnancement et de classification avec des données partiellement étiquetées Massih Amini Thesis (11 December 2007)
Apprentissage de fonctions d'ordonnancement semi--supervisé inductives Vinh Truong, Massih Amini and Patrick Gallinari Conference or Workshop Item (2008)
Apprentissage de fonctions de classification et d'ordonnancement avec des données partiellement étiquetées Massih Amini Thesis (11 December 2007)
Apprentissage et Systèmes de Question-Réponse Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (2007)
Apprentissage et Systèmes de Question-Réponse Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (November 2007)
Apprentissage non-supervisé pour la segmentation automatique de textes Jean-François Pessiot, Marc Caillet, Massih Amini and Patrick Gallinari Conference or Workshop Item (14 February 2004)
Apprentissage semi--supervisé de fonctions d'ordonnancement Vinh Truong and Massih Amini Conference or Workshop Item (23 January 2007)
Automatic Text Summarization based on Word-Clusters and Ranking Algorithms Massih Amini, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item (21 March 2005)
Boosting Weak Ranking Functions to Enhance Passage Retrieval for Question Answering Nicolas Usunier, Massih Amini and Gallinari Patrick Conference or Workshop Item (12 April 2004)
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 Conference or Workshop Item (2005)
Combining Coregularization and Consensus-based Self-Training for Multilingual Text Categorization Massih Amini, Cyril Goutte and Nicolas Usunier Conference or Workshop Item (January 2010)
Factorisation en Matrices Non-Négatives pour le Filtrage Collaboratif Jean-François Pessiot, truong Vinh, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (19 December 2005)
Filtrage Collaboratif avec un Algorithme d'Ordonnancement Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (28 March 2007)
Génération de requêtes pour les systèmes de Q/R avec un modèle d'apprentissage statistique Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (08 March 2004)
Generalisation Error Bounds for Classifiers Trained with Interdependent Data Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item Item not available online. (03 December 2005)
Generalisation error bounds for classifiers trained with interdependent data Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (December 2005)
Improving Document Clustering in a Learned Concept Space Jean-François Pessiot, Young-Min Kim, Massih Amini and Patrick Gallinari Article Item not available online. (2010)
Improving Document Clustering in a Learned Concept Space Jean-François Pessiot, Young-Min Kim, Massih Amini and Patrick Gallinari Article (2010)
Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (June 2009)
Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item Item not available online. (2009)
Learning Aspect Models with Partially Labeled Data Anastasia Krithara, Massih Amini, Cyril Goutte and Jean-Michel Renders Article Item not available online. (15 January 2011)
Learning Aspect Models with Partially Labeled Data Anastasia Krithara, Massih Amini, Cyril Goutte and Jean-Michel Renders Article (2011)
Learning Based Summarization of XML Documents Massih Amini, Anastasios Tombros, Nicolas Usunier and Mounia Lalmas Article (03 November 2006)
Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization Massih Amini, Nicolas Usunier and Cyril Goutte Conference or Workshop Item (December 2009)
Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization Massih Amini, Nicolas Usunier and Cyril Goutte Conference or Workshop Item Item not available online. (2009)
Learning to Rank for Collaborative Filtering Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (June 2007)
Learning to Rank for Collaborative Filtering Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (March 2007)
Learning to Rank with Partially Labeled Training Data truong Vinh, Massih Amini and Patrick Gallinari Conference or Workshop Item (07 June 2006)
Learning to Summarise XML Documents by Combining Content and Structure Features Massih Amini, Tombros Anastasios, Nicolas Usunier, Mounia Lalmas and Patrick Gallinari Conference or Workshop Item (October 2005)
Modèles d'ordonnancement pour le résumé automatique et la recherche d'information Tuong Vinh Truong, David Buffoni, Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (25 May 2011)
Multi-view Clustering of Multilingual Documents Young-Min Kim, Massih Amini, Cyril Goutte and Patrick Gallinari Conference or Workshop Item Item not available online. (July 2010)
Multiview Clustering of Multilingual Documents Young-Min Kim, Massih Amini, Cyril Goutte and Patrick Gallinari Conference or Workshop Item (March 2010)
Multiview Semi-Supervised Learning for Ranking Multilingual Documents Nicolas Usunier, Massih Amini and Cyril Goutte Conference or Workshop Item (2011)
Ranking with Unlabeled Data: A first Study Nicolas Usunier, Truong Vinh, Massih Amini and Patrick Gallinari Conference or Workshop Item (07 December 2005)
Résumé Automatique de Texte avec un Algorithme d'Ordonnacement Nicolas Usunier, Massih Amini and Nicolas Usunier Article (11 May 2006)
Résumé Automatiques de Textes avec un algorithme d'ordonnancement Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (2005)
Reducing the Annotation Burden in Text Classification Anastasia Krithara, Cyril Goutte, Massih Amini and Jean-Michel Renders Conference or Workshop Item Item availablity restricted. (26 October 2006)
Semi-supervised Document Classification with a Mislabeling Error Model Anastasia Krithara, Massih Amini, Jean-Michel Renders and Cyril Goutte Conference or Workshop Item (2008)
Semi-supervised Learning with an Imperfect Supervisor Massih Amini and Patrick Gallinari Article Item not available online. (May 2005)
Semi-Supervised Learning with Explicit Misclassification Modeling Massih Amini and Patrick Gallinari Conference or Workshop Item (09 August 2003)
Transductive Learning over Automatically Detected Themes for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (March 2011)
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 Conference or Workshop Item (01 February 2008)
Unsupervised Learning with Term Clustering for Thematic Segmentation of Texts Marc Caillet, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (26 April 2004)
Unsupervised Learning with Term Clustering for Thematic segmentation of Texts . Marc Caillet, Jean-François Pessiot, Massih Amini and Patrick Gallinari Conference or Workshop Item (26 April 2004)
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 Conference or Workshop Item (March 2010)

This list was generated on Sat Apr 19 06:32:08 BST 2014.