Younès Bennani

184 papers A* 3A 1B 35C 9Misc 5Journal 56Unranked 70

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport (Abstract Reprint). AAAI Mourad El Hamri, Younès Bennani, Issam Falih
2025	—	`conf`	Federated Multi-source Domain Adaptation Through Optimal Transport. FLLM Omar Ghannou, Younès Bennani
2025	J	`jnl`	Histogram self-organizing map for cluster detection and visualization. Neural Comput. Appl. Guénaël Cabanes, Younès Bennani, Parisa Rastin
2025	J	`jnl`	Theoretical guarantees for domain adaptation with hierarchical optimal transport. Mach. Learn. Mourad El Hamri, Younès Bennani, Issam Falih
2025	—	`conf`	Variance-Based Defense Against Blended Backdoor Attacks. ECML/PKDD (5) Sujeevan Aseervatham, Achraf Kerzazi, Younès Bennani
2025	J	`jnl`	Variance-Based Defense Against Blended Backdoor Attacks. CoRR Sujeevan Aseervatham, Achraf Kerzazi, Younès Bennani
2024	J	`jnl`	FMDA-OT: Federated Multi-source Domain Adaptation Through Optimal Transport. CoRR Omar Ghannou, Younès Bennani
2024	J	`jnl`	Incremental Confidence Sampling with Optimal Transport for Domain Adaptation. Int. J. Neural Syst. Mourad El Hamri, Younès Bennani, Issam Falih
2023	J	`jnl`	Modular Neural Network Approaches for Surgical Image Recognition. CoRR Nosseiba Ben Salem, Younès Bennani, Joseph Karkazan, Abir Barbara, Charles Dacheux, Thomas Gregory
2023	B	`conf`	Modular Self-Supervised Learning for Hand Surgical Diagnosis. IJCNN Léo Déchaumet, Younès Bennani, Joseph Karkazan, Abir Barbara, Charles Dacheux, Thomas Gregory
2023	—	`conf`	On the Use of Persistent Homology to Control the Generalization Capacity of a Neural Network. ICONIP (8) Abir Barbara, Younès Bennani, Joseph Karkazan
2023	B	`conf`	Self-Training and Modular Approaches for Surgical Image Recognition. IJCNN Nosseiba Ben Salem, Younès Bennani, Joseph Karkazan, Abir Barbara, Charles Dacheux, Thomas Gregory
2022	—	`conf`	A quantum learning approach based on Hidden Markov Models for failure scenarios generation. CACML Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti
2022	J	`jnl`	A quantum learning approach based on Hidden Markov Models for failure scenarios generation. CoRR Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti
2022	J	`jnl`	Collaborative Learning to Improve the Non-uniqueness of NMF. Int. J. Comput. Intell. Appl. Kaoutar Benlamine, Younès Bennani, Basarab Matei, Nistor Grozavu, Issam Falih
2022	J	`jnl`	Convex Non-negative Matrix Factorization Through Quantum Annealing. CoRR Ahmed Zaiou, Basarab Matei, Younès Bennani, Mohamed Hibti
2022	J	`jnl`	Hierarchical optimal transport for unsupervised domain adaptation. Mach. Learn. Mourad El Hamri, Younès Bennani, Issam Falih
2022	B	`conf`	Incremental Unsupervised Domain Adaptation Through Optimal Transport. IJCNN Mourad El Hamri, Younès Bennani, Issam Falih
2022	—	`conf`	Quantum Approach for Vertex Separator Problem in Directed Graphs. AIAI (1) Ahmed Zaiou, Younès Bennani, Mohamed Hibti, Basarab Matei
2022	J	`jnl`	Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport. CoRR Mourad El Hamri, Younès Bennani, Issam Falih
2022	—	`conf`	When Domain Adaptation Meets Semi-supervised Learning Through Optimal Transport. AIAI (1) Mourad El Hamri, Younès Bennani, Issam Falih
2021	—	`conf`	Balanced K-means using Quantum annealing. SSCI Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti
2021	—	`conf`	Collaborative Random Forests Learning. HPCC/DSS/SmartCity/DependSys Yohan Foucade, Younès Bennani, Zakaria Aabbou
2021	—	`conf`	Convex Non-negative Matrix Factorization Through Quantum Annealing. HPCC/DSS/SmartCity/DependSys Ahmed Zaiou, Basarab Matei, Younès Bennani, Mohamed Hibti
2021	J	`jnl`	Data Anonymization through Collaborative Multi-view Microaggregation. J. Intell. Syst. Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui
2021	J	`jnl`	Hierarchical Optimal Transport for Unsupervised Domain Adaptation. CoRR Mourad El Hamri, Younès Bennani, Issam Falih, Hamid Ahaggach
2021	—	`conf`	Incorporating Neighborhood Information During NMF Learning. ICONIP (5) Michel Kaddouh, Guénaël Cabanes, Younès Bennani
2021	J	`jnl`	Incremental Semi-Supervised Learning Through Optimal Transport. CoRR Mourad El Hamri, Younès Bennani
2021	—	`conf`	Inductive Semi-supervised Learning Through Optimal Transport. ICONIP (5) Mourad El Hamri, Younès Bennani, Issam Falih
2021	J	`jnl`	Inductive Semi-supervised Learning Through Optimal Transport. CoRR Mourad El Hamri, Younès Bennani, Issam Falih
2021	B	`conf`	Label Propagation Through Optimal Transport. IJCNN Mourad El Hamri, Younès Bennani, Issam Falih
2021	J	`jnl`	Label Propagation Through Optimal Transport. CoRR Mourad El Hamri, Younès Bennani, Issam Falih
2021	J	`jnl`	On the use of Wasserstein metric in topological clustering of distributional data. CoRR Guénaël Cabanes, Younès Bennani, Rosanna Verde, Antonio Irpino
2021	J	`jnl`	Selective information exchange in collaborative clustering using regularized Optimal Transport. CoRR Fatima Ezzahraa Ben Bouazza, Younès Bennani
2021	J	`jnl`	Unsupervised collaborative learning based on Optimal Transport theory. J. Intell. Syst. Fatima Ezzahraa Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani
2021	J	`jnl`	Unsupervised collaborative learning using privileged information. CoRR Yohan Foucade, Younès Bennani
2020	—	`conf`	A Two-Levels Data Anonymization Approach. AIAI (1) Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui
2020	J	`jnl`	A survey on domain adaptation theory. CoRR Ievgen Redko, Emilie Morvant, Amaury Habrard, Marc Sebban, Younès Bennani
2020	—	`conf`	Collaborative Clustering Through Optimal Transport. ICANN (2) Fatima Ezzahraa Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani
2020	B	`conf`	Quantum Collaborative K-means. IJCNN Kaoutar Benlamine, Younès Bennani, Nistor Grozavu, Basarab Matei
2020	—	`conf`	Quantum Semi Non-negative Matrix Factorization. SoCPaR Kaoutar Benlamine, Younès Bennani, Basarab Matei, Nistor Grozavu
2020	—	`conf`	Subspace Guided Collaborative Clustering Based on Optimal Transport. SoCPaR Fatima Ezzahraa Ben Bouazza, Younès Bennani, Abdelfettah Touzani, Guénaël Cabanes
2020	—	`conf`	Unsupervised Learning from Data and Learners. SoCPaR Yohan Foucade, Younès Bennani
2019	J	`jnl`	A new sparse representation learning of complex data: Application to dynamic clustering of web navigation. Pattern Recognit. Parisa Rastin, Guénaël Cabanes, Basarab Matei, Younès Bennani, Jean-Marc Marty
2019	B	`conf`	Automatic detection of the support points in relational clustering. IJCNN Parisa Rastin, Younès Bennani, Rosanna Verde
2019	—	`conf`	Collaborative Non-negative Matrix Factorization. ICANN (4) Kaoutar Benlamine, Nistor Grozavu, Younès Bennani, Basarab Matei
2019	J	`jnl`	Deepness Analysis of Learned Factors in Multilayer NMF. Aust. J. Intell. Inf. Process. Syst. Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Abdelfettah Touzani
2019	—	`conf`	Distance Estimation for Quantum Prototypes Based Clustering. ICONIP (3) Kaoutar Benlamine, Younès Bennani, Ahmed Zaiou, Mohamed Hibti, Basarab Matei, Nistor Grozavu
2019	—	`conf`	Generative Histogram-Based Model Using Unsupervised Learning. ICONIP (3) Parisa Rastin, Guénaël Cabanes, Rosanna Verde, Younès Bennani, Thierry Couronne
2019	J	`jnl`	Impact of Learners' Quality and Diversity in Collaborative Clustering. J. Artif. Intell. Soft Comput. Res. Parisa Rastin, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani
2019	J	`jnl`	Multi-view Clustering through Optimal Transport. Aust. J. Intell. Inf. Process. Syst. Fatima Ezzahraa Ben Bouazza, Younès Bennani, Mourad El Hamri, Guénaël Cabanes, Basarab Matei, Abdelfettah Touzani
2019	J	`jnl`	Preserving Utility during Attribute-oriented Data Anonymization Process. Aust. J. Intell. Inf. Process. Syst. Sarah Zouinina, Younès Bennani, Maha Ben-Fares, Nicoleta Rogovschi, Abdelouahid Lyhyaoui
2018	—	`conf`	A Topological k-Anonymity Model Based on Collaborative Multi-view Clustering. ICANN (3) Sarah Zouinina, Nistor Grozavu, Younès Bennani, Abdelouahid Lyhyaoui, Nicoleta Rogovschi
2018	B	`conf`	Collaborative Multi-View Attributed Networks Mining. IJCNN Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani, Basarab Matei
2018	J	`jnl`	Collaborative clustering: Why, when, what and how. Inf. Fusion Antoine Cornuéjols, Cédric Wemmert, Pierre Gançarski, Younès Bennani
2018	—	`conf`	Community detection in Attributed Network. WWW (Companion Volume) Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
2018	—	`conf`	Domain Name Recommendation based on Neural Network. INNS Conference on Big Data Kaoutar Benlamine, Nistor Grozavu, Younès Bennani, Nicoleta Rogovschi, Kamel Haddadou, Ahmed Amamou
2018	—	`conf`	Efficient k-Anonymization through Constrained Collaborative Clustering. SSCI Sarah Zouinina, Nistor Grozavu, Younès Bennani, Abdelouahid Lyhyaoui, Nicoleta Rogovschi
2018	B	`conf`	Learning Useful Representations Through Stacked Self-Organizing Maps. IJCNN Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Basarab Matei
2018	B	`conf`	Online Semi-supervised Growing Neural Gas for Multi-label Data Classification. IJCNN Samira Boulbazine, Guénaël Cabanes, Basarab Matei, Younès Bennani
2018	B	`conf`	Optimizing exchange confidence during collaborative clustering. IJCNN Jérémie Sublime, Denis Maurel, Nistor Grozavu, Basarab Matei, Younès Bennani
2018	—	`conf`	Topological multi-view clustering for collaborative filtering. INNS Conference on Big Data Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
2017	—	`conf`	ANCA : Attributed Network Clustering Algorithm. COMPLEX NETWORKS Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
2017	A*	`conf`	Co-clustering through Optimal Transport. ICML Charlotte Laclau, Ievgen Redko, Basarab Matei, Younès Bennani, Vincent Brault
2017	B	`conf`	Collaborative clustering between different topological partitions. IJCNN Antoine Lachaud, Nistor Grozavu, Basarab Matei, Younès Bennani
2017	J	`jnl`	Entropy based probabilistic collaborative clustering. Pattern Recognit. Jérémie Sublime, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
2016	—	`conf`	Collaborative-Based Multi-scale Clustering in Very High Resolution Satellite Images. ICONIP (3) Jérémie Sublime, Antoine Cornuéjols, Younès Bennani
2016	B	`conf`	GTM Mixture through time for sequential data. IJCNN Rakia Jaziri, Faicel Chamroukhi, Mustapha Lebbah, Younès Bennani
2016	—	`conf`	Génération de contraintes pour le clustering à partir d'une ontologie - Application à la classification d'images satellites. EGC Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Laure Berti-Équille, Younès Bennani
2016	J	`jnl`	Kernel Alignment for Unsupervised Transfer Learning. CoRR Ievgen Redko, Younès Bennani
2016	B	`conf`	Kernel alignment for unsupervised transfer learning. ICPR Ievgen Redko, Younès Bennani
2016	J	`jnl`	Non-negative embedding for fully unsupervised domain adaptation. Pattern Recognit. Lett. Ievgen Redko, Younès Bennani
2016	B	`conf`	On the Use of Ontology as A Priori Knowledge into Constrained Clustering. DSAA Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Laure Berti-Équille, Younès Bennani
2016	—	`conf`	Towards Ontology Reasoning for Topological Cluster Labeling. ICONIP (3) Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Younès Bennani, Laure Berti-Équille
2015	—	`conf`	A Recommendation System Based on Unsupervised Topological Learning. ICONIP (2) Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
2015	—	`conf`	Collaborative Clustering: How to Select the Optimal Collaborators? SSCI Parisa Rastin, Guénaël Cabanes, Nistor Grozavu, Younès Bennani
2015	J	`jnl`	Collaborative Fuzzy Clustering of Variational Bayesian Generative Topographic Mapping. Int. J. Comput. Intell. Appl. Mohamad Ghassany, Younès Bennani
2015	B	`conf`	Collaborative clustering with heterogeneous algorithms. IJCNN Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
2015	J	`jnl`	From horizontal to vertical collaborative clustering using generative topographic maps. Int. J. Hybrid Intell. Syst. Jérémie Sublime, Nistor Grozavu, Guénaël Cabanes, Younès Bennani, Antoine Cornuéjols
2015	J	`jnl`	Probabilistic Self-Organizing Map for Clustering and Visualizing non-i.i.d Data. Int. J. Comput. Intell. Appl. Mustapha Lebbah, Rakia Jaziri, Younès Bennani, Jean-Hugues Chenot
2015	—	`conf`	Pruned Simple Model Sets for Fast Exact Recovery of Image. ICDM Workshops Basarab Matei, Younès Bennani
2015	Misc	`conf`	Semantic rich ICM algorithm for VHR satellite images segmentation. MVA Jérémie Sublime, Andres Troya-Galvis, Younès Bennani, Antoine Cornuéjols, Pierre Gançarski
2015	B	`conf`	Sparsity analysis of learned factors in Multilayer NMF. IJCNN Ievgen Redko, Younès Bennani
2015	—	`conf`	Un algorithme ICM basé sur la compacité pour la segmentation des images satellites à très haute résolution. EGC Jérémie Sublime, Younès Bennani, Antoine Cornuéjols
2015	—	`conf`	Vertical collaborative clustering using generative topographic maps. SoCPaR Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
2014	—	`conf`	A New Energy Model for the Hidden Markov Random Fields. ICONIP (2) Jérémie Sublime, Antoine Cornuéjols, Younès Bennani
2014	—	`ed.`	Apprentissage Artificiel et Fouille de Données, AAFD 2012, Université Paris 13, Institut Galilée, Villetaneuse, France, 28-29 juin 2012 AAFD Younès Bennani, Emmanuel Viennet
2014	B	`conf`	Controlling orthogonality constraints for better NMF clustering. IJCNN Ievgen Redko, Younès Bennani
2014	B	`conf`	Diversity analysis in collaborative clustering. IJCNN Nistor Grozavu, Guénaël Cabanes, Younès Bennani
2014	—	`conf`	Non-negative Matrix Factorization with Schatten p-norms Reguralization. ICONIP (2) Ievgen Redko, Younès Bennani
2014	B	`conf`	Random subspaces NMF for unsupervised transfer learning. IJCNN Ievgen Redko, Younès Bennani
2013	J	`jnl`	A new topological clustering algorithm for interval data. Pattern Recognit. Guénaël Cabanes, Younès Bennani, Renaud Destenay, André Hardy
2013	B	`conf`	Collaborative multi-view clustering. IJCNN Mohamad Ghassany, Nistor Grozavu, Younès Bennani
2013	—	`conf`	Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud. ICDM Workshops Guénaël Cabanes, Younès Bennani, Nistor Grozavu
2012	—	`conf`	Apprentissage d'ensemble d'opérateurs de projection orthogonale pour la détection de nouveauté. EGC Fatma Hamdi, Younès Bennani
2012	B	`conf`	Change detection in data streams through unsupervised learning. IJCNN Guénaël Cabanes, Younès Bennani
2012	—	`conf`	Classification des données catégorielles via la maximisation spectrale de la modularité. EGC Lazhar Labiod, Younès Bennani
2012	—	`conf`	Classification probabiliste non supervisée et visualisation des données séquentielles. EGC Rakia Jaziri, Mustapha Lebbah, Younès Bennani
2012	J	`jnl`	Collaborative Clustering using Prototype-Based Techniques. Int. J. Comput. Intell. Appl. Mohamad Ghassany, Nistor Grozavu, Younès Bennani
2012	—	`conf`	Collaborative Generative Topographic Mapping. ICONIP (2) Mohamad Ghassany, Nistor Grozavu, Younès Bennani
2012	J	`jnl`	Enriched topological learning for cluster detection and visualization. Neural Networks Guénaël Cabanes, Younès Bennani, Dominique Fresneau
2012	B	`conf`	Feature space transformation for transfer learning. IJCNN Nistor Grozavu, Younès Bennani, Lazhar Labiod
2012	—	`conf`	Transformation de l'espace de description pour l'apprentissage par transfert. EGC Nistor Grozavu, Younès Bennani, Lazhar Labiod
2011	—	`conf`	A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining. ICONIP (2) Guénaël Cabanes, Younès Bennani, Dominique Fresneau
2011	J	`jnl`	A Self-Organizing Map for mixed continuous and Categorical Data. Int. J. Comput. Nicoleta Rogovschi, Mustapha Lebbah, Younès Bennani
2011	B	`conf`	A Spectral Based Clustering Algorithm for Categorical Data with Maximum Modularity. ESANN Lazhar Labiod, Younès Bennani
2011	—	`conf`	Apprendre les contraintes topologiques dans les cartes auto-organisatrices. EGC Guénaël Cabanes, Younès Bennani
2011	—	`ed.`	Apprentissage Artificiel et Fouille de Données, AAFD 2010, Université Paris 13, Institut Galilée, Villetaneuse, France, 29-30 juin 2010 AAFD Younès Bennani, Emmanuel Viennet
2011	J	`jnl`	Classification relationnelle topographique. Rev. d'Intelligence Artif. Lazhar Labiod, Nistor Grozavu, Younès Bennani
2011	B	`conf`	Coupling clustering and visualization for knowledge discovery from data. IJCNN Guénaël Cabanes, Younès Bennani
2011	—	`conf`	Interprétation spectrale de la classification relationnelle. EGC Lazhar Labiod, Younès Bennani
2011	B	`conf`	Learning confidence exchange in Collaborative Clustering. IJCNN Nistor Grozavu, Mohamad Ghassany, Younès Bennani
2011	B	`conf`	Learning random subspace novelty detection filters. IJCNN Fatma Hamdi, Younès Bennani
2011	—	`ch.`	Modèles de mélanges topologiques pour la classification de données catégorielles et mixtes. Fouille de données complexes Nicoleta Rogovschi, Mustapha Lebbah, Younès Bennani
2011	B	`conf`	Probabilistic Self-Organizing Maps for multivariate sequences. IJCNN Rakia Jaziri, Mustapha Lebbah, Nicoleta Rogovschi, Younès Bennani
2011	—	`conf`	SOS-HMM: Self-Organizing Structure of Hidden Markov Model. ICANN (2) Rakia Jaziri, Mustapha Lebbah, Younès Bennani, Jean-Hugues Chenot
2011	—	`conf`	Simultaneous Pattern and Variable Weighting during Topological Clustering. ICONIP (1) Nistor Grozavu, Younès Bennani
2011	J	`jnl`	Simultaneous Topological Categorical Data Clustering and Cluster characterization. Int. J. Comput. Lazhar Labiod, Nistor Grozavu, Younès Bennani
2011	—	`conf`	Structuration automatique des flux télévisuels par apprentissage non supervisé des répétitions. EGC Rakia Jaziri, Mustapha Lebbah, Younès Bennani, Jean-Hugues Chenot
2011	—	`conf`	Visualisation de l'intra et inter structure des groupes en classification non supervisée. EGC Guénaël Cabanes, Younès Bennani
2010	C	`conf`	Autonomous Clustering Characterization for Categorical Data. ICMLA Nistor Grozavu, Lazhar Labiod, Younès Bennani
2010	—	`conf`	Clustering Categorical Data Using an Extended Modularity Measure. ICONIP (2) Lazhar Labiod, Nistor Grozavu, Younès Bennani
2010	—	`conf`	Comparaisons structurelles de grandes bases de données par apprentissage non-supervisé. EGC Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël
2010	—	`conf`	Formulation Condorcéenne du critère de la modularité. AAFD Lazhar Labiod, Nistor Grozavu, Younès Bennani
2010	—	`conf`	Learning Topological Constraints in Self-Organizing Map. ICONIP (2) Guénaël Cabanes, Younès Bennani
2010	J	`jnl`	Mining RFID Behavior Data using Unsupervised Learning. Int. J. Appl. Logist. Guénaël Cabanes, Younès Bennani, Dominique Fresneau
2010	J	`jnl`	Relational Topological Map. Int. J. Comput. Intell. Appl. Lazhar Labiod, Nistor Grozavu, Younès Bennani
2010	B	`conf`	Relational topological clustering. IJCNN Lazhar Labiod, Nistor Grozavu, Younès Bennani
2010	—	`conf`	Sous-échantillonnage topographique par apprentissage semi-supervisé. EGC Mustapha Lebbah, Younès Bennani
2010	B	`conf`	Topographic under-sampling for unbalanced distributions. IJCNN Fatma Hamdi, Mustapha Lebbah, Younès Bennani
2010	J	`jnl`	Topological Collaborative Clustering. Aust. J. Intell. Inf. Process. Syst. Nistor Grozavu, Younès Bennani
2010	J	`jnl`	Unsupervised Topographic Learning for Spatiotemporal Data Mining. Adv. Artif. Intell. Guénaël Cabanes, Younès Bennani
2009	C	`conf`	A New Competitive Strategy for Self Organizing Map Learning. ICMLA Nistor Grozavu, Younès Bennani
2009	—	`ed.`	Apprentissage Artificiel et Fouille de Données, AAFD 2008, Université Paris 13, Institut Galilée, Villetaneuse, France, 8-9 avril 2008 AAFD Younès Bennani, Emmanuel Viennet
2009	—	`conf`	Caractérisation automatique des classes découvertes en classification non supervisée. EGC Nistor Grozavu, Younès Bennani, Mustapha Lebbah
2009	—	`conf`	Cluster-Dependent Feature Selection through a Weighted Learning Paradigm. EGC (best of volume) Nistor Grozavu, Younès Bennani, Mustapha Lebbah
2009	—	`conf`	Comparing Large Datasets Structures through Unsupervised Learning. ICONIP (1) Guénaël Cabanes, Younès Bennani
2009	—	`conf`	Exploration de données de traçabilité issues de la RFID par apprentissage non-supervisé. EGC Guénaël Cabanes, Younès Bennani, Dominique Fresneau
2009	B	`conf`	From variable weighting to cluster characterization in topographic unsupervised learning. IJCNN Nistor Grozavu, Younès Bennani, Mustapha Lebbah
2009	C	`conf`	Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning. ICMLA Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël
2009	J	`jnl`	Semi-structured document categorization with a semantic kernel. Pattern Recognit. Sujeevan Aseervatham, Younès Bennani
2008	J	`jnl`	A Probabilistic Self-Organizing Map for Binary Data Topographic Clustering. Int. J. Comput. Intell. Appl. Mustapha Lebbah, Younès Bennani, Nicoleta Rogovschi
2008	B	`conf`	A local density-based simultaneous two-level algorithm for topographic clustering. IJCNN Guénaël Cabanes, Younès Bennani
2008	—	`ed.`	Apprentissage Artificiel et Fouille de Données, AAFD 2006, Université Paris 13, Institut Galilée, Villetaneuse, France, 27-28 avril 2006 AAFD Younès Bennani, Emmanuel Viennet
2008	—	`conf`	Pondération locale des variables en apprentissage numérique non-supervisé. EGC Nistor Grozavu, Younès Bennani, Mustapha Lebbah
2008	C	`conf`	Probabilistic Mixed Topological Map for Categorical and Continuous Data. ICMLA Nicoleta Rogovschi, Mustapha Lebbah, Younès Bennani
2008	C	`conf`	Relational Analysis for Consensus Clustering from Multiple Partitions. ICMLA Mustapha Lebbah, Younès Bennani, Hamid Benhadda
2008	—	`conf`	Topographic Connectionist Unsupervised Learning for RFID Behavior Data Mining. IWRT Guénaël Cabanes, Younès Bennani, Claire Chartagnat, Dominique Fresneau
2008	—	`conf`	Un algorithme de classification topographique non supervisée à deux niveaux simultanés. EGC Guénaël Cabanes, Younès Bennani
2007	A*	`conf`	A Semantic Kernel for Semi-structured DocumentS. ICDM Sujeevan Aseervatham, Emmanuel Viennet, Younès Bennani
2007	C	`conf`	A simultaneous two-level clustering algorithm for automatic model selection. ICMLA Guénaël Cabanes, Younès Bennani
2007	B	`conf`	BeSOM : Bernoulli on Self-Organizing Map. IJCNN Mustapha Lebbah, Nicoleta Rogovschi, Younès Bennani
2007	—	`conf`	Hybrid Unsupervised Learning to Uncover Discourse Structure. LTC Catherine Recanati, Nicoleta Rogovschi, Younès Bennani
2007	J	`jnl`	Predictive connectionist approach for VoD bandwidth management. Comput. Commun. Danielo Goncalves Gomes, Nazim Agoulmine, Younès Bennani, José Neuman de Souza
2007	J	`jnl`	The structure of verbal sequences analyzed with unsupervised learning techniques CoRR Catherine Recanati, Nicoleta Rogovschi, Younès Bennani
2006	—	`conf`	Artificial Intelligence Techniques in the Dynamic Negotiation of QoS: A User Interface for the Internet New Generation. Autonomic Networking Zeina Jrad, Francine Krief, Lahcène Dehni, Younès Bennani
2006	J	`jnl`	Dendogram-based SVM for Multi-Class Classification. J. Comput. Inf. Technol. Khalid Benabdeslem, Younès Bennani
2006	—	`conf`	Réduction des dimensions des données en apprentissage artificiel. AAFD Emmanuel Viennet, Sébastien Guérif, Younès Bennani
2006	Misc	`conf`	Selection of clusters number and features subset during a two-levels clustering task. Artificial Intelligence and Soft Computing Sébastien Guérif, Younès Bennani
2005	—	`conf`	LEA2C: Low Energy Adaptive Connectionist Clustering for Wireless Sensor Networks. MATA Lahcène Dehni, Younès Bennani, Francine Krief
2005	J	`jnl`	New Self-organizing Maps for Multivariate Sequences Processing. Int. J. Comput. Intell. Appl. Farida Zehraoui, Younès Bennani
2005	—	`conf`	Power Control and Clustering in Wireless Sensor Networks. Med-Hoc-Net Lahcène Dehni, Francine Krief, Younès Bennani
2004	A	`conf`	M-SOM-ART: Growing Self Organizing Map for Sequences Clustering and Classification. ECAI Farida Zehraoui, Younès Bennani
2004	B	`conf`	M-SOM: matricial self organizing map for sequence clustering and classification. IJCNN Farida Zehraoui, Younès Bennani
2002	C	`conf`	Visualization and Analysis of Web Navigation Data. ICANN Khalid Benabdeslem, Younès Bennani, Eric Janvier
2001	C	`conf`	Connectionist Approach for Website Visitors Behaviors Mining. AICCSA Khalid Benabdeslem, Younès Bennani, Eric Janvier
2001	J	`jnl`	Modular Connectionist Modelling and Classification Approaches for Local Diagnosis in Telecommunication Traffic Management. Int. J. Comput. Intell. Appl. Younès Bennani, Fabrice Bossaert
2001	J	`jnl`	Une mesure de pertinence pour la sélection de variables dans les perceptrons multicouches. Rev. d'Intelligence Artif. Méziane Yacoub, Younès Bennani
2000	—	`conf`	Detection et Selection d'Informations Pertinentes : application a la reconnaissance de visages. RIAO Méziane Yacoub, Younès Bennani
2000	J	`jnl`	Features Selection and Architecture Optimization in Connectionist Systems. Int. J. Neural Syst. Méziane Yacoub, Younès Bennani
2000	—	`conf`	Reliability Control in Committee Classifier Environment. IJCNN (3) Vladimir Radevski, Younès Bennani
1999	B	`conf`	Adaptive weighting of pattern features during learning. IJCNN Younès Bennani
1999	B	`conf`	Discriminative feature extraction and selection applied to face recognition. IJCNN Méziane Yacoub, Younès Bennani
1998	—	`conf`	A Hybrid System for Symbolic-Connectionist Interaction. NC Tayeb Nedjari, Younès Bennani
1997	C	`conf`	Linear and Nonlinear Combinations of Connectionist Models for Local Diagnosis in Real-Time Telephone Network Traffic Management. ICANN Younès Bennani, Fabrice Bossaert, Elisabeth Didelet
1995	J	`jnl`	A modular and hybrid connectionist system for speaker identification. Neural Comput. Younès Bennani
1995	J	`jnl`	Neural networks for discrimination and modelization of speakers. Speech Commun. Younès Bennani, Patrick Gallinari
1994	J	`jnl`	Multi-Expert and Hybrid Connectionist Approach for Pattern Recognition: Speaker Identification Task. Int. J. Neural Syst. Younès Bennani
1993	—	`conf`	Probabilistic cooperation of connectionist expect modules: validation on a speaker identification task. ICASSP (1) Younès Bennani
1992	—	`conf`	Speaker identification through a modular connectionist architecture: evaluation on the timit database. ICSLP Younès Bennani
1991	Misc	`conf`	On the use of TDNN-extracted features information in talker identification. ICASSP Younès Bennani, Patrick Gallinari
1991	Misc	`conf`	Validation of neural net architectures on speech recognition tasks. ICASSP Younès Bennani, Nasser Chaourar, Patrick Gallinari, Abdelhamid Mellouk
1990	Misc	`conf`	A connectionist approach for automatic speaker identification. ICASSP Younès Bennani, Françoise Fogelman-Soulié, Patrick Gallinari
1990	J	`jnl`	Speech processing and recognition using integrated neurocomputing techniques (Esprit Basic Research Action 3228: SPRINT). Neurocomputing Khalid Choukri, S. Soudoplatoff, A. Wallyn, Frédéric Bimbot, H. Valbret, Patrick Gallinari, Younès Bennani, A. Varga, Manfred Immendörfer, T. Michaux