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Simultaneous Spectral Data Embedding and ClusteringIEEE Transactions on Neural Networks and Learning Systems, 2018, pp.1 - 6. ⟨10.1109/TNNLS.2018.2815623⟩
Journal articles
hal-01764440v1
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Modèle de mélange Von Mises et classification automatique des données textuellesColloque International Statistique des Processus et Applications (CISPA 2008), Oct 2008, Constantine, Algérie. pp.4
Conference papers
hal-00740466v1
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Classification de données directionnelles2009
Other publications
hal-00740346v1
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Assessing the Number of Clusters From a Mixture of Von Mises-FisherLecture notes in engineering and computer science, 2010, pp.2006-2011
Journal articles
hal-00683141v1
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Un algorithme EM normalisé pour les données directionnelles43éme Journées de Statistique de la Société Française de Statistique, May 2011, Tunis, Tunisie
Conference papers
hal-00683149v1
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Graph Modularity Maximization as an Effective Method for Co-clustering Text DataKnowledge-Based Systems, 2016, ⟨10.1016/j.knosys.2016.07.002⟩
Journal articles
hal-01343616v1
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Gaussian topographic co-clustering modelThe Twelfth International Symposium on Intelligent Data Analysis (IDA 2013), 2013, Londres, United Kingdom. pp.345-356
Conference papers
hal-00933243v1
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Different variants of Normalized EM Algorithm for Gene Expression DataThe 2nd International Workshop on Biological Knowledge Discovery and Data Mining - DEXA '11, Sep 2011, Toulouze, France. pp.418-422, ⟨10.1109/DEXA.2011.26⟩
Conference papers
hal-00740344v1
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A dynamic collaborative filtering system via a weighted clustering approachNeurocomputing, 2016, 175, pp.206--215. ⟨10.1016/j.neucom.2015.10.050⟩
Journal articles
hal-01343615v1
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Simultaneous Semi-NMF and PCA for ClusteringIEEE International Conference on Data Mining (ICDM'15), Nov 2015, Atlantic City, NJ, United States. pp.679 - 684, 2015
Proceedings
hal-01206051v1
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Probabilistic Enhanced Mapping with the Generative Tabular ModelSixth International Conference on Data Mining (ICDM'06), Dec 2006, Hong Kong, China
Conference papers
hal-01913399v1
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CoClust: A Python Package for Co-clustering2018
Preprints, Working Papers, ...
hal-01804528v1
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Model-based Co-clustering for High Dimensional Sparse Data19th International Conference on Artificial Intelligence and Statistics (AISTAT), May 2016, Cadiz, Spain. pp.866-874
Conference papers
hal-01359494v1
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Multi-Manifold Matrix Decomposition for Data Co-clusteringPattern Recognition, 2017, 64 (April 2017), pp.386-398. ⟨10.1016/j.patcog.2016.11.027⟩
Journal articles
hal-01408092v1
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Stochastic Co-clustering for Document-Term DataProceedings of the 2016 SIAM International Conference on Data Mining, May 2016, MIAMI, United States. pp.306-314, ⟨10.1137/1.9781611974348.35⟩
Conference papers
hal-01359522v1
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choice of the modele and the number of components in von Mises-Fisher mixtures3rd International Conferance of the ERCIM Working Group on Computing & Statistics (ERCIM'10), Dec 2010, London, United Kingdom
Conference papers
hal-00740345v1
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Combinaison de classificateurs simples pour une sélection rapide de caractéristiques12e Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances, 2012, Bordeaux, France
Conference papers
hal-00766545v1
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Region-based segmentation on depth images from a 3D reference surface for tree species recognition.IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.0003399
Conference papers
hal-00923704v1
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SemiNMF-PCA framework for Sparse Data Co-clustering ACM International Conference on Information and Knowledge Management (CIKM'16), Indianapolis, United States. pp.347-356, 2016, 978-1-4503-4073-1. ⟨10.1145/2983323.2983707⟩
Proceedings
hal-01376446v1
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An Efficient Incremental Collaborative Filtering SystemNeural Information Processing - 22nd International Conference, {ICONIP} 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {III}, Istanbul, Turkey. 9491, , pp. 375-383, 2015, The series Lecture Notes in Computer Science, 978-3-319-26554-4. ⟨10.1007/978-3-319-26555-1_42⟩
Proceedings
hal-01343602v1
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Etude Comparative entre les k-means axiales et le k-means sphérique sur des données textuellesJournées de statistique théorique et appliquée, Nov 2008, Alger, Algérie. pp.4
Conference papers
hal-00740463v1
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Power Simultaneous Spectral Data Embedding and ClusteringSIAM International Conference on Data Mining (SDM'16), Miami, Florida, United States. pp.270-278, 2016
Proceedings
hal-01329339v1
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