Mohamed Nadif

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Efficient and Effective Optimal Transport-Based Biclustering.

[BibT_eX]

[DOI]

Chakib Fettal

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Classification non supervisée de documents à partir des modèles Transformeurs.

[BibT_eX]

[DOI]

Mira Ait Saada

Proceedings of the Extraction et Gestion des Connaissances, 2022

Apprentissage machine pour la prédiction de l'attrition: une étude comparative.

[BibT_eX]

[DOI]

Louis Geiler

Proceedings of the Extraction et Gestion des Connaissances, 2022

Apprentissage Joint de la Représentation et du Clustering avec un Réseau Convolutif sur Graphe.

[BibT_eX]

[DOI]

Chakib Fettal

Proceedings of the Extraction et Gestion des Connaissances, 2022

Subspace Co-clustering with Two-Way Graph Convolution.

[BibT_eX]

[DOI]

Chakib Fettal

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Regularized bi-directional co-clustering.

[BibT_eX]

[DOI]

Stat. Comput., 2021

Implicit consensus clustering from multiple graphs.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2021

Unsupervised and self-supervised deep learning approaches for biomedical text mining.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Efficient regularized spectral data embedding.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2021

Regularized Dual-PPMI Co-clustering for Text Data.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Model-based Poisson co-clustering for Attributed Networks.

[BibT_eX]

[DOI]

Paul Riverain

Simon Fossier

Proceedings of the 2021 International Conference on Data Mining, 2021

Unsupervised Methods for the Study of Transformer Embeddings.

[BibT_eX]

[DOI]

Mira Ait Saada

Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

Modèle à Blocs Stochastiques corrigé en degrés pour des graphes dynamiques.

[BibT_eX]

[DOI]

Paul Riverain

Simon Fossier

Proceedings of the Extraction et Gestion des Connaissances, 2021

Méthode ensemble de clustering profond.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2021

Approche ensemble pour le co-clustering par blocs sur des données textuelles: Application au biomédical.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2021

How to Leverage a Multi-layered Transformer Language Model for Text Clustering: an Ensemble Approach.

[BibT_eX]

[DOI]

Mira Ait Saada

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Spectral clustering via ensemble deep autoencoder learning (SC-EDAE).

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Tensor latent block model for co-clustering.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2020

Wasserstein Embeddings for Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Mickael Febrissy

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

A Consensus Approach to Improve NMF Document Clustering.

[BibT_eX]

[DOI]

Mickael Febrissy

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Défi EGC 2020 : Analyse tensorielle de données issues de la conférence EGC.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2020

Ensemble Block Co-clustering: A Unified Framework for Text Data.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Directional co-clustering.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2019

Sparse Tensor Co-clustering as a Tool for Document Categorization.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Co-clustering from Tensor Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

2018

Simultaneous Spectral Data Embedding and Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Mutual information, phi-squared and model-based co-clustering for contingency tables.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2018

Controlling and Visualizing the Precision-Recall Tradeoff for External Performance Indices.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Sparse Poisson Latent Block Model for Document Clustering (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Unsupervised Evaluation of Text Co-clustering Algorithms Using Neural Word Embeddings.

[BibT_eX]

[DOI]

Stanislas Morbieu

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

A Semi-NMF-PCA Unified Framework for Data Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Sparse Poisson Latent Block Model for Document Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Diagonal latent block model for binary data.

[BibT_eX]

[DOI]

Stat. Comput., 2017

Erratum to 'Multi-Manifold Matrix Decomposition for Data Co-clustering' Pattern Recognition 64 (2017) 386-398.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Multi-manifold matrix decomposition for data co-clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Model-based co-clustering for the effective handling of sparse data.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Social regularized von Mises-Fisher mixture model for item recommendation.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2017

Non-negative Matrix Factorization Meets Word Embedding.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Model-based von Mises-Fisher Co-clustering with a Conscience.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Denoising Autoencoder as an Effective Dimensionality Reduction and Clustering of Text Data.

[BibT_eX]

[DOI]

Milad Leyli-Abadi

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Analyse exploratoire de corpus textuels pour le journalisme d'investigation.

[BibT_eX]

[DOI]

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

A Way to Boost Semi-NMF for Document Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Data visualization via latent variables and mixture models: a brief survey.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2016

Graph modularity maximization as an effective method for co-clustering text data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

Unsupervised text mining for assessing and augmenting GWAS results.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2016

A dynamic collaborative filtering system via a weighted clustering approach.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Generalized topographic block model.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Hard and fuzzy diagonal co-clustering for document-term partitioning.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Stochastic Co-clustering for Document-Term Data.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Power Simultaneous Spectral Data Embedding and Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Exploratory Analysis of Text Collections Through Visualization and Hybrid Biclustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Visual exploration of topic variants through a hybrid biclustering approach.

[BibT_eX]

[DOI]

Proceedings of the Actes de la 28ième conférence francophone sur l'Interaction Homme-Machine, 2016

Bi-stochastic Matrix Approximation Framework for Data Co-clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

Vers une approche Visual Analytics pour explorer les variantes de sujets d'un corpus.

[BibT_eX]

[DOI]

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

SemiNMF-PCA framework for Sparse Data Co-clustering.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Model-based Co-clustering for High Dimensional Sparse Data.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

A Unified Framework for Data Visualization and Coclustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Diagonal Co-clustering Algorithm for Document-Word Partitioning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

An Efficient Incremental Collaborative Filtering System.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Adaptive Threshold for Anomaly Detection Using Time Series Segmentation.

[BibT_eX]

[DOI]

Mohamed-Cherif Dani

Cassiano Freixo

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Multi-Manifold Matrix Tri-Factorization for Text Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Simultaneous Semi-NMF and PCA for Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Fuzzy co-clustering with automated variable weighting.

[BibT_eX]

[DOI]

Francisco de A. T. de Carvalho

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Pour une meilleure exploitation de la classification croisée dans les systèmes de filtrage collaboratif.

[BibT_eX]

[DOI]

Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

Compromis précision-rappel dans l'évaluation des performances.

[BibT_eX]

[DOI]

Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

Co-clustering Document-term Matrices by Direct Maximization of Graph Modularity.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Topographic Bernoulli block mixture mapping for binary tables.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2014

Beyond cluster labeling: Semantic interpretation of clusters' contents using a graph representation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Visual analytics of text streams through multiple dynamic frequency matrices.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

Fast Simultaneous Clustering and Feature Selection for Binary Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

Aggregation of Biclustering Solutions for Ensemble Approach.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition Applications and Methods, 2014

Unsupervised Consensus Functions Applied to Ensemble Biclustering.

[BibT_eX]

[DOI]

Proceedings of the ICPRAM 2014, 2014

2013

A topographical nonnegative matrix factorization algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Gaussian Topographic Co-clustering Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XII, 2013

Precision-recall space to correct external indices for biclustering.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Ensemble methods for biclustering tasks.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Data Leak Aware Crowdsourcing in Social Network.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2011 and 2012 Workshops, 2012

A spectral algorithm for topographical Co-clustering.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Nonlinear Mapping by Constrained Co-clustering.

[BibT_eX]

Proceedings of the ICPRAM 2012, 2012

Generative Topographic Mapping and Factor Analyzers.

[BibT_eX]

Proceedings of the ICPRAM 2012, 2012

Classification topologique probabiliste pour des données catégorielles.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

Un Algorithme Spectral pour le Co-clustering Topographique.

[BibT_eX]

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011

Using the bagging approach for biclustering of gene expression data.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Weighted Topological Clustering for Categorical Data.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Co-clustering under Nonnegative Matrix Tri-Factorization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Co-clustering for Binary Data with Maximum Modularity.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Co-clustering for Binary and Categorical Data with Maximum Modularity.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Handling the Impact of Low Frequency Events on Co-occurrence based Measures of Word Similarity - A Case Study of Pointwise Mutual Information.

[BibT_eX]

Proceedings of the KDIR 2011, 2011

PPMI : étude formelle d'une variante à valeurs positives de la PMI.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Block Mixture Model for the Biclustering of Microarray Data.

[BibT_eX]

[DOI]

Haifa Ben Saber

Mourad Elloumi

Proceedings of the 2011 Database and Expert Systems Applications, 2011

Improving the Biological Relevance of Biclustering for Microarray Data in Using Ensemble Methods.

[BibT_eX]

[DOI]

Proceedings of the 2011 Database and Expert Systems Applications, 2011

Different Variants of Normalized EM Algorithm for Gene Expression Data.

[BibT_eX]

[DOI]

W. Parr Bouberima

Y. Khemal Bencheikh

Proceedings of the 2011 Database and Expert Systems Applications, 2011

2010

Bagging for Biclustering: Application to Microarray Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Multinomial Self Organizing Maps.

[BibT_eX]

[DOI]

Faryel Allouti

Benoît Otjacques

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Visualization of Document Clusters - An Interactive Visual Tool to Browse Textual Documents.

[BibT_eX]

Faryel Allouti

Benoît Otjacques

Proceedings of the IMAGAPP 2010 - Proceedings of the International Conference on Imaging Theory and Applications and IVAPP 2010 - Proceedings of the International Conference on Information Visualization Theory and Applications, Angers, France, May 17, 2010

Model-Based Co-clustering for Continuous Data.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Bagged Biclustering for Microarray Data.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

2009

Mixture Model and MDSDCA for Textual Data.

[BibT_eX]

[DOI]

Proceedings of the Cooperative Design, 2009

2008

Block clustering with Bernoulli mixture models: Comparison of different approaches.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2008

Visualisation du parcours des fichiers attachés aux messages électroniques.

[BibT_eX]

[DOI]

Proceedings of the 20th international conference on Association Francophone d'Interaction Homme-Machine, 2008

Binary Block GTM : Carte auto-organisatrice probabiliste pour les grands tableaux binaires.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

Algorithms for Model-based Block Gaussian Clustering.

[BibT_eX]

Proceedings of The 2008 International Conference on Data Mining, 2008

The Block Generative Topographic Mapping.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

2007

Speed-up for the expectation-maximization algorithm for clustering categorical data.

[BibT_eX]

[DOI]

J. Glob. Optim., 2007

Clustering of contingency table and mixture model.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2007

Clustering and assessing the number of clusters with accelerated EM variant.

[BibT_eX]

Proceedings of the First International Conference on Research Challenges in Information Science, 2007

2006

Fuzzy clustering to estimate the parameters of block mixture models.

[BibT_eX]

[DOI]

Soft Comput., 2006

Preface.

[BibT_eX]

[DOI]

Reiner Hähnle

Soft Comput., 2006

Pixel-Based Visualization and Density-Based Tabular Model.

[BibT_eX]

[DOI]

Proceedings of the Pixelization Paradigm, First Visual Information Expert Workshop, 2006

Probabilistic Enhanced Mapping with the Generative Tabular Model.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Carte auto-organisatrice probabiliste sur données binaires.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

2005

An EM Algorithm for the Block Mixture Model.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2005

A Comparison Between Block CEM and Two-Way CEM Algorithms to Cluster a Contingency Table.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Block Clustering of Contingency Table and Mixture Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis VI, 2005

Evaluation des algorithmes LEM et eLEM pour données continues.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

Classification d'un tableau de contingence et modèle probabiliste.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

Block clustering via the block GEM and two-way EM algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2005), 2005

2004

Identification of homogeneous blocks in large binary data sets.

[BibT_eX]

Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004

Accélération de EM pour données qualitatives : étude comparative de différentes versions.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

Identification de blocs homogènes sur des données continues.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

2003

Clustering with block mixture models.

[BibT_eX]

[DOI]

Pattern Recognit., 2003

Classification croisée sur des données binaires de grande taille.

[BibT_eX]

Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

2002

Clustering Large Categorical Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Evaluation du nombre de classes dans un cadre bayésien.

[BibT_eX]

Proceedings of the Extraction et gestion des connaissances (EGC'2002), 2002

Parameters Estimation of Block Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the COMPSTAT 2002, 2002

2001

Classification de données qualitatives.

[BibT_eX]

Franck Marchetti

Proceedings of the Extraction et gestion des connaissances (EGC'2001), 2001

1991

Classification automatique et données manquantes. (Clustering and missing data).

[BibT_eX]

[DOI]