Younès Bennani

Mohamad Ghassany, Nistor Grozavu, Younès Bennani: Collaborative Clustering using Prototype-Based Techniques. International Journal of Computational Intelligence and Applications 11(3) (2012)

Guénaël Cabanes, Younès Bennani, Dominique Fresneau: Enriched topological learning for cluster detection and visualization. Neural Networks 32: 186-195 (2012)

Nistor Grozavu, Younès Bennani, Lazhar Labiod: Transformation de l'espace de description pour l'apprentissage par transfert. EGC 2012: 35-40

Fatma Hamdi, Younès Bennani: Apprentissage d'ensemble d'opérateurs de projection orthogonale pour la détection de nouveauté. EGC 2012: 41-52

Rakia Jaziri, Mustapha Lebbah, Younès Bennani: Classification probabiliste non supervisée et visualisation des données séquentielles. EGC 2012: 137-148

Lazhar Labiod, Younès Bennani: Classification des données catégorielles via la maximisation spectrale de la modularité. EGC 2012: 149-154

Mohamad Ghassany, Nistor Grozavu, Younès Bennani: Collaborative Generative Topographic Mapping. ICONIP (2) 2012: 591-598

Guénaël Cabanes, Younès Bennani: Change detection in data streams through unsupervised learning. IJCNN 2012: 1-6

Nistor Grozavu, Younès Bennani, Lazhar Labiod: Feature space transformation for transfer learning. IJCNN 2012: 1-6

Lazhar Labiod, Nistor Grozavu, Younès Bennani: Classification relationnelle topographique. Revue d'Intelligence Artificielle 25(3): 393-410 (2011)

Lazhar Labiod, Younès Bennani: A Spectral Based Clustering Algorithm for Categorical Data with Maximum Modularity. ESANN 2011

Guénaël Cabanes, Younès Bennani: Apprendre les contraintes topologiques dans les cartes auto-organisatrices. EGC 2011: 137-148

Rakia Jaziri, Mustapha Lebbah, Younès Bennani, Jean-Hugues Chenot: Structuration automatique des flux télévisuels par apprentissage non supervisé des répétitions. EGC 2011: 311-312

Lazhar Labiod, Younès Bennani: Interprétation spectrale de la classification relationnelle. EGC 2011: 431-436

Guénaël Cabanes, Younès Bennani: Visualisation de l'intra et inter structure des groupes en classification non supervisée. EGC 2011: 479-490

Rakia Jaziri, Mustapha Lebbah, Younès Bennani, Jean-Hugues Chenot: SOS-HMM: Self-Organizing Structure of Hidden Markov Model. ICANN (2) 2011: 87-94

Nistor Grozavu, Younès Bennani: Simultaneous Pattern and Variable Weighting during Topological Clustering. ICONIP (1) 2011: 570-579

Guénaël Cabanes, Younès Bennani, Dominique Fresneau: A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining. ICONIP (2) 2011: 745-752

Rakia Jaziri, Mustapha Lebbah, Nicoleta Rogovschi, Younès Bennani: Probabilistic Self-Organizing Maps for multivariate sequences. IJCNN 2011: 851-858

Nistor Grozavu, Mohamad Ghassany, Younès Bennani: Learning confidence exchange in Collaborative Clustering. IJCNN 2011: 872-879

Guénaël Cabanes, Younès Bennani: Coupling clustering and visualization for knowledge discovery from data. IJCNN 2011: 2127-2134

Fatma Hamdi, Younès Bennani: Learning random subspace novelty detection filters. IJCNN 2011: 2273-2280

Guénaël Cabanes, Younès Bennani: Unsupervised Topographic Learning for Spatiotemporal Data Mining. Adv. Artificial Intellegence 2010 (2010)

Guénaël Cabanes, Younès Bennani, Dominique Fresneau: Mining RFID Behavior Data using Unsupervised Learning. IJAL 1(1): 28-47 (2010)

Lazhar Labiod, Nistor Grozavu, Younès Bennani: Relational Topological Map. International Journal of Computational Intelligence and Applications 9(4): 353-370 (2010)

Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël: Comparaisons structurelles de grandes bases de données par apprentissage non-supervisé. EGC 2010: 115-120

Mustapha Lebbah, Younès Bennani: Sous-échantillonnage topographique par apprentissage semi-supervisé. EGC 2010: 121-126

Nistor Grozavu, Lazhar Labiod, Younès Bennani: Autonomous Clustering Characterization for Categorical Data. ICMLA 2010: 607-613

Lazhar Labiod, Nistor Grozavu, Younès Bennani: Clustering Categorical Data Using an Extended Modularity Measure. ICONIP (2) 2010: 310-320

Guénaël Cabanes, Younès Bennani: Learning Topological Constraints in Self-Organizing Map. ICONIP (2) 2010: 367-374

Fatma Hamdi, Mustapha Lebbah, Younès Bennani: Topographic under-sampling for unbalanced distributions. IJCNN 2010: 1-6

Lazhar Labiod, Nistor Grozavu, Younès Bennani: Relational topological clustering. IJCNN 2010: 1-8

Sujeevan Aseervatham, Younès Bennani: Semi-structured document categorization with a semantic kernel. Pattern Recognition 42(9): 2067-2076 (2009)

Nistor Grozavu, Younès Bennani, Mustapha Lebbah: Cluster-Dependent Feature Selection through a Weighted Learning Paradigm. EGC (best of volume) 2009: 133-147

Nistor Grozavu, Younès Bennani, Mustapha Lebbah: Caractérisation automatique des classes découvertes en classification non supervisée. EGC 2009: 43-54

Guénaël Cabanes, Younès Bennani, Dominique Fresneau: Exploration de données de traçabilité issues de la RFID par apprentissage non-supervisé. EGC 2009: 451-452

Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël: Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning. ICMLA 2009: 372-377

Nistor Grozavu, Younès Bennani: A New Competitive Strategy for Self Organizing Map Learning. ICMLA 2009: 689-692

Guénaël Cabanes, Younès Bennani: Comparing Large Datasets Structures through Unsupervised Learning. ICONIP (1) 2009: 546-553

Nistor Grozavu, Younès Bennani, Mustapha Lebbah: From variable weighting to cluster characterization in topographic unsupervised learning. IJCNN 2009: 1005-1010

Mustapha Lebbah, Younès Bennani, Nicoleta Rogovschi: A Probabilistic Self-Organizing Map for Binary Data Topographic Clustering. International Journal of Computational Intelligence and Applications 7(4): 363-383 (2008)

Nistor Grozavu, Younès Bennani, Mustapha Lebbah: Pondération locale des variables en apprentissage numérique non-supervisé. EGC 2008: 321-330

Guénaël Cabanes, Younès Bennani: Un algorithme de classification topographique non supervisée à deux niveaux simultanés. EGC 2008: 619-630

Mustapha Lebbah, Younès Bennani, Hamid Benhadda: Relational Analysis for Consensus Clustering from Multiple Partitions. ICMLA 2008: 218-223

Nicoleta Rogovschi, Mustapha Lebbah, Younès Bennani: Probabilistic Mixed Topological Map for Categorical and Continuous Data. ICMLA 2008: 224-231

Guénaël Cabanes, Younès Bennani: A local density-based simultaneous two-level algorithm for topographic clustering. IJCNN 2008: 1176-1182

Guénaël Cabanes, Younès Bennani, Claire Chartagnat, Dominique Fresneau: Topographic Connectionist Unsupervised Learning for RFID Behavior Data Mining. IWRT 2008: 63-72

Danielo Goncalves Gomes, Nazim Agoulmine, Younès Bennani, José Neuman de Souza: Predictive connectionist approach for VoD bandwidth management. Computer Communications 30(10): 2236-2247 (2007)

Sujeevan Aseervatham, Emmanuel Viennet, Younès Bennani: A Semantic Kernel for Semi-structured DocumentS. ICDM 2007: 403-408

Guénaël Cabanes, Younès Bennani: A simultaneous two-level clustering algorithm for automatic model selection. ICMLA 2007: 316-321

Mustapha Lebbah, Nicoleta Rogovschi, Younès Bennani: BeSOM : Bernoulli on Self-Organizing Map. IJCNN 2007: 631-636

Catherine Recanati, Nicoleta Rogovschi, Younès Bennani: Hybrid Unsupervised Learning to Uncover Discourse Structure. LTC 2007: 258-269

Catherine Recanati, Nicoleta Rogovschi, Younès Bennani: The structure of verbal sequences analyzed with unsupervised learning techniques. CoRR abs/0710.2446 (2007)

Khalid Benabdeslem, Younès Bennani: Dendogram-based SVM for Multi-Class Classification. CIT 14(4): 283-289 (2006)

Sébastien Guérif, Younès Bennani: Selection of clusters number and features subset during a two-levels clustering task. Artificial Intelligence and Soft Computing 2006: 28-33

Zeina Jrad, Francine Krief, Lahcène Dehni, Younès Bennani: Artificial Intelligence Techniques in the Dynamic Negotiation of QoS: A User Interface for the Internet New Generation. Autonomic Networking 2006: 146-158

Farida Zehraoui, Younès Bennani: New Self-organizing Maps for Multivariate Sequences Processing. International Journal of Computational Intelligence and Applications 5(4): 439-456 (2005)

Lahcène Dehni, Younès Bennani, Francine Krief: LEA2C: Low Energy Adaptive Connectionist Clustering for Wireless Sensor Networks. MATA 2005: 405-415

Farida Zehraoui, Younès Bennani: M-SOM-ART: Growing Self Organizing Map for Sequences Clustering and Classification. ECAI 2004: 564-570

Khalid Benabdeslem, Younès Bennani, Eric Janvier: Visualization and Analysis of Web Navigation Data. ICANN 2002: 486-491

Younès Bennani, Fabrice Bossaert: Modular Connectionist Modelling and Classification Approaches for Local Diagnosis in Telecommunication Traffic Management. International Journal of Computational Intelligence and Applications 1(1): 53-70 (2001)

Khalid Benabdeslem, Younès Bennani, Eric Janvier: Connectionist Approach for Website Visitors Behaviors Mining. AICCSA 2001: 511-

Méziane Yacoub, Younès Bennani: Features Selection and Architecture Optimization in Connectionist Systems. Int. J. Neural Syst. 10(5): 379-395 (2000)

Méziane Yacoub, Younès Bennani: Detection et Selection d'Informations Pertinentes : application a la reconnaissance de visages. RIAO 2000: 649-664

Tayeb Nedjari, Younès Bennani: A Hybrid System for Symbolic-Connectionist Interaction. NC 1998: 922-925

Younès Bennani, Fabrice Bossaert, Elisabeth Didelet: Linear and Nonlinear Combinations of Connectionist Models for Local Diagnosis in Real-Time Telephone Network Traffic Management. ICANN 1997: 1089-1094

Younès Bennani: A modular and hybrid connectionist system for speaker identification. Neural Computation 7(4): 791-798 (1995)

Younès Bennani, Patrick Gallinari: Neural networks for discrimination and modelization of speakers. Speech Communication 17(1-2): 159-175 (1995)

Younès Bennani: Multi-Expert and Hybrid Connectionist Approach for Pattern Recognition: Speaker Identification Task. Int. J. Neural Syst. 5(3): 207-216 (1994)

Younès Bennani: Speaker identification through a modular connectionist architecture: evaluation on the timit database. ICSLP 1992

Khalid Choukri, S. Soudoplatoff, A. Wallyn, Frédéric Bimbot, H. Valbret, Patrick Gallinari, Younès Bennani, A. Varga, M. Immendorfer, T. Michaux: Speech processing and recognition using integrated neurocomputing techniques (Esprit Basic Research Action 3228: SPRINT). Neurocomputing 2(2): 71-78 (1990)