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Simultaneous Spectral Data Embedding and Clustering

Kais Allab , Lazhar Labiod , Mohamed Nadif
IEEE Transactions on Neural Networks and Learning Systems, 2018, pp.1 - 6. ⟨10.1109/TNNLS.2018.2815623⟩
Journal articles hal-01764440v1

Modèle de mélange Von Mises et classification automatique des données textuelles

Wafia Bouberima Parr , Mohamed Nadif , Yamina Khemal Bencheikh
Colloque International Statistique des Processus et Applications (CISPA 2008), Oct 2008, Constantine, Algérie. pp.4
Conference papers hal-00740466v1

Classification de données directionnelles

Wafia Bouberima Parr , Mohamed Nadif , Yamina Khemal Bencheikh
2009
Other publications hal-00740346v1

Assessing the Number of Clusters From a Mixture of Von Mises-Fisher

Wafia Bouberima Parr , Mohamed Nadif , Yamina Khemal Bencheikh
Lecture notes in engineering and computer science, 2010, pp.2006-2011
Journal articles hal-00683141v1

Un algorithme EM normalisé pour les données directionnelles

Wafia Bouberima Parr , Mohamed Nadif , Yamina Khemal Bencheikh
43éme Journées de Statistique de la Société Française de Statistique, May 2011, Tunis, Tunisie
Conference papers hal-00683149v1

Graph Modularity Maximization as an Effective Method for Co-clustering Text Data

Melissa Ailem , Mohamed Nadif , François Role
Knowledge-Based Systems, 2016, ⟨10.1016/j.knosys.2016.07.002⟩
Journal articles hal-01343616v1

Gaussian topographic co-clustering model

Rodolphe Priam , Mohamed Nadif , Gérard Govaert
The Twelfth International Symposium on Intelligent Data Analysis (IDA 2013), 2013, Londres, United Kingdom. pp.345-356
Conference papers hal-00933243v1

Different variants of Normalized EM Algorithm for Gene Expression Data

Wafia Bouberima Parr , Yamina Khemal Bencheikh , Mohamed Nadif
The 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

A dynamic collaborative filtering system via a weighted clustering approach

Aghiles Salah , Nicoleta Rogovschi , Mohamed Nadif
Neurocomputing, 2016, 175, pp.206--215. ⟨10.1016/j.neucom.2015.10.050⟩
Journal articles hal-01343615v1

Simultaneous Semi-NMF and PCA for Clustering

Kais Allab , Lazhar Labiod , Mohamed Nadif
IEEE International Conference on Data Mining (ICDM'15), Nov 2015, Atlantic City, NJ, United States. pp.679 - 684, 2015
Proceedings hal-01206051v1

Probabilistic Enhanced Mapping with the Generative Tabular Model

Rodolphe Priam , Mohamed Nadif
Sixth International Conference on Data Mining (ICDM'06), Dec 2006, Hong Kong, China
Conference papers hal-01913399v1
Image document

CoClust: A Python Package for Co-clustering

François Role , Stanislas Morbieu , Mohamed Nadif
2018
Preprints, Working Papers, ... hal-01804528v1

Model-based Co-clustering for High Dimensional Sparse Data

Aghiles Salah , Nicoleta Rogovschi , Mohamed Nadif
19th International Conference on Artificial Intelligence and Statistics (AISTAT), May 2016, Cadiz, Spain. pp.866-874
Conference papers hal-01359494v1

Multi-Manifold Matrix Decomposition for Data Co-clustering

Kais Allab , Lazhar Labiod , Mohamed Nadif
Pattern Recognition, 2017, 64 (April 2017), pp.386-398. ⟨10.1016/j.patcog.2016.11.027⟩
Journal articles hal-01408092v1

Stochastic Co-clustering for Document-Term Data

Aghiles Salah , Rogovschi Nicoleta , Mohamed Nadif
Proceedings 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

choice of the modele and the number of components in von Mises-Fisher mixtures

Wafia Bouberima Parr , Mohamed Nadif , Yamina Khemal Bencheikh
3rd International Conferance of the ERCIM Working Group on Computing & Statistics (ERCIM'10), Dec 2010, London, United Kingdom
Conference papers hal-00740345v1

Combinaison de classificateurs simples pour une sélection rapide de caractéristiques

Hassan Chouaib , Florence Cloppet , Salvatore Tabbone , Nicole Vincent
12e Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances, 2012, Bordeaux, France
Conference papers hal-00766545v1
Image document

Region-based segmentation on depth images from a 3D reference surface for tree species recognition.

Ahlem Othmani , Nicolas Lomenie , Piboule Alexandre , Christophe Stolz , Lew Fock Chong Lew Yan Voon et al.
IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.0003399
Conference papers hal-00923704v1

SemiNMF-PCA framework for Sparse Data Co-clustering

Kais Allab , Lazhar Labiod , Mohamed Nadif
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

An Efficient Incremental Collaborative Filtering System

Salah Aghiles , Rogovschi Nicoleta , Nadif Mohamed
Neural 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

Etude Comparative entre les k-means axiales et le k-means sphérique sur des données textuelles

Wafia Bouberima Parr , Mohamed Nadif , Yamina Khemal Bencheikh
Journées de statistique théorique et appliquée, Nov 2008, Alger, Algérie. pp.4
Conference papers hal-00740463v1

Power Simultaneous Spectral Data Embedding and Clustering

Kais Allab , Lazhar Labiod , Mohamed Nadif
SIAM International Conference on Data Mining (SDM'16), Miami, Florida, United States. pp.270-278, 2016
Proceedings hal-01329339v1