Younès Bennani

发表

Non-negative Matrix Factorization with Schatten p-norms Reguralization

Ievgen Redko, Younès Bennani, I. Redko, 2014, ICONIP.

Detection et Selection d'Informations Pertinentes : application a la reconnaissance de visages

Younès Bennani, Méziane Yacoub, 2000, RIAO.

A Modular and Hybrid Connectionist System for Speaker Identification

Younès Bennani, 1995, Neural Computation.

Semi-structured document categorization with a semantic kernel

Younès Bennani, Sujeevan Aseervatham, Younès Bennani, 2009, Pattern Recognit..

Connectionist approach for Website visitors behaviors mining

Younès Bennani, Khalid Benabdeslem, Eric Janvier, 2001, Proceedings ACS/IEEE International Conference on Computer Systems and Applications.

Génération de contraintes pour le clustering à partir d'une ontologie - Application à la classification d'images satellites

Younès Bennani, Isabelle Mougenot, Laure Berti-Équille, 2016, EGC.

Impact of Learners’ Quality and Diversity in Collaborative Clustering

Younès Bennani, Basarab Matei, Nistor Grozavu, 2019, J. Artif. Intell. Soft Comput. Res..

Selection of clusters number and features subset during a two-levels clustering task

Younès Bennani, Sébastien Guérif, Younès Bennani, 2006, Artificial Intelligence and Soft Computing.

Topological multi-view clustering for collaborative filtering

Rushed Kanawati, Younès Bennani, Nistor Grozavu, 2018, INNS Conference on Big Data.

Structuration automatique des flux télévisuels par apprentissage non supervisé des répétitions

Mustapha Lebbah, Younès Bennani, Rakia Jaziri, 2011, EGC.

Power Control and Clustering in Wireless Sensor Networks

Francine Krief, Younès Bennani, Lahcène Dehni, 2005, Med-Hoc-Net.

Learning confidence exchange in Collaborative Clustering

Younès Bennani, Mohamad Ghassany, Nistor Grozavu, 2011, The 2011 International Joint Conference on Neural Networks.

A neural network methodology for machines' class identification

Younès Bennani, Méziane Yacoub, 1998, 1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227).

LEA2C: Low Energy Adaptive Connectionist Clustering for Wireless Sensor Networks

Francine Krief, Younès Bennani, Lahcène Dehni, 2005, MATA.

Collaborative Generative Topographic Mapping

Younès Bennani, Mohamad Ghassany, Nistor Grozavu, 2012, ICONIP.

Réduction des dimensions des données en apprentissage artificiel

Emmanuel Viennet, Younès Bennani, Sébastien Guérif, 2006, AAFD.

Domain Adaptation Problem

Ievgen Redko, Younès Bennani, Marc Sebban, 2019 .

Topological Collaborative Clustering

Younès Bennani, Nistor Grozavu, 2010, Aust. J. Intell. Inf. Process. Syst..

Feature space transformation for transfer learning

Younès Bennani, Nistor Grozavu, Lazhar Labiod, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Text-Dependent Speaker Identification Using Learning Vector Quantization

Younès Bennani, Patrick Gallinari, Françoise Fogelman Soulie, 1990 .

Collaborative clustering with heterogeneous algorithms

Younès Bennani, Antoine Cornuéjols, Nistor Grozavu, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

A simultaneous two-level clustering algorithm for automatic model selection

Younès Bennani, Guénaël Cabanes, 2007, Sixth International Conference on Machine Learning and Applications (ICMLA 2007).

Linear and Nonlinear Combinations of Connectionist Models for Local Diagnosis in Real-Time Telephone Network Traffic Management

Younès Bennani, Fabrice Bossaert, Elisabeth Didelet, 1997, ICANN.

Decision Fusion and Reliability Control in Handwritten Digit Recognition System

Younès Bennani, Dusan Cakmakov, Dejan Gorgevik, 2002 .

Relational Analysis for Clustering Consensus

Mustapha Lebbah, Younès Bennani, Nistor Grozavu, 2010 .

Relational Topological Map

Younès Bennani, Nistor Grozavu, Lazhar Labiod, 2010, Int. J. Comput. Intell. Appl..

Apprendre les contraintes topologiques dans les cartes auto-organisatrices

Younès Bennani, Guénaël Cabanes, Younès Bennani, 2011, EGC.

GTM Mixture through time for sequential data

Mustapha Lebbah, Younès Bennani, Faicel Chamroukhi, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

A Topological k-Anonymity Model Based on Collaborative Multi-view Clustering

Younès Bennani, Nicoleta Rogovschi, Nistor Grozavu, 2018, ICANN.

Impossibility Theorems for Domain Adaptation

Ievgen Redko, Younès Bennani, Marc Sebban, 2019 .

Collaborative Clustering Through Optimal Transport

Younès Bennani, Guénaël Cabanes, Fatima Ezzahraa Ben Bouazza, 2020, ICANN.

Domain Adaptation Theory Based on Algorithmic Properties

Ievgen Redko, Younès Bennani, Marc Sebban, 2019 .

Community detection in Attributed Network

Rushed Kanawati, Younès Bennani, Nistor Grozavu, 2018, WWW.

Environment for Evolutionary Automotive Diagnosis

Philippe Dague, Younès Bennani, Sylvain Sauvage, 2002 .

Collaborative Clustering using Prototype-Based Techniques

Younès Bennani, Mohamad Ghassany, Nistor Grozavu, 2012, Int. J. Comput. Intell. Appl..

A New Competitive Strategy for Self Organizing Map Learning

Younès Bennani, Nistor Grozavu, 2009, 2009 International Conference on Machine Learning and Applications.

Mining RFID Behavior Data using Unsupervised Learning

Younès Bennani, Guénaël Cabanes, Dominique Fresneau, 2010, Int. J. Appl. Logist..

Online Semi-supervised Growing Neural Gas for Multi-label Data Classification

Younès Bennani, Basarab Matei, Guénaël Cabanes, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

A Semantic Kernel for Semi-structured DocumentS

Emmanuel Viennet, Younès Bennani, Sujeevan Aseervatham, 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

Relational topological clustering

Younès Bennani, Nistor Grozavu, Lazhar Labiod, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Learning the Number of Clusters in Self Organizing Map

Younès Bennani, Guénaël Cabanes, Younès Bennani, 2010 .

Efficient k-Anonymization through Constrained Collaborative Clustering

Younès Bennani, Nicoleta Rogovschi, Nistor Grozavu, 2018, IEEE Symposium Series on Computational Intelligence.

Interprétation spectrale de la classification relationnelle

Younès Bennani, Lazhar Labiod, Younès Bennani, 2011, EGC.

Caractérisation automatique des classes découvertes en classification non supervisée

Mustapha Lebbah, Younès Bennani, Nistor Grozavu, 2009, EGC.

Random subspaces NMF for unsupervised transfer learning

Ievgen Redko, Younès Bennani, 2014, IJCNN.

HVS : A Heuristic for Variable Selection in Multilayer Artificial Neural Network Classifier

Younès Bennani, Méziane Yacoub, 1997 .

A reliability improvement of NN based OCR using rules and committee classifiers

Younès Bennani, Dusan Cakmakov, Vladimir Radevski, 2000, ITI 2000. Proceedings of the 22nd International Conference on Information Technology Interfaces (Cat. No.00EX411).

Collaborative clustering: Why, when, what and how

Pierre Gançarski, Younès Bennani, Antoine Cornuéjols, 2018, Inf. Fusion.

Feature selection and fusion in handwritten digit recognition system

Younès Bennani, Dusan Cakmakov, Vladimir Radevski, 2001 .

A simultaneous two-level clustering algorithm for automatic model selection

Younès Bennani, Guénaël Cabanes, 2007, ICMLA 2007.

Discriminative feature extraction and selection applied to face recognition

Younès Bennani, Méziane Yacoub, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Visualisation de l'intra et inter structure des groupes en classification non supervisée

Younès Bennani, Guénaël Cabanes, 2011, EGC.

Classification et visualisation des données d'usage d'Internet

Younès Bennani, Khalid Benabdeslem, 2006 .

A local density-based simultaneous two-level algorithm for topographic clustering

Younès Bennani, Guénaël Cabanes, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Un algorithme de classification topographique non supervisée à deux niveaux simultanés

Younès Bennani, Guénaël Cabanes, 2008, EGC.

Collaborative multi-view clustering

Younès Bennani, Mohamad Ghassany, Nistor Grozavu, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud

Younès Bennani, Nistor Grozavu, Guénaël Cabanes, 2013, 2013 IEEE 13th International Conference on Data Mining Workshops.

A SELF-ORGANIZING MAP FOR MIXED CONTINUOUS AND CATEGORICAL DATA

Mustapha Lebbah, Younès Bennani, Nicoleta Rogovschi, 2011 .

Collaborative Fuzzy Clustering of Variational Bayesian Generative Topographic Mapping

Younès Bennani, Mohamad Ghassany, 2015, Int. J. Comput. Intell. Appl..

Speaker identification

Younès Bennani, 1998 .

Advances in Domain Adaptation Theory

Ievgen Redko, Younès Bennani, Marc Sebban, 2019 .

Adaptive weighting of pattern features during learning

Younès Bennani, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Collaborative clustering between different topological partitions

Younès Bennani, Basarab Matei, Nistor Grozavu, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Seminal Divergence-based Generalization Bounds

Ievgen Redko, Younès Bennani, Marc Sebban, 2019 .

A Hybrid System for Symbolic-Connectionist Interaction

Younès Bennani, Tayeb Nedjari, 1998, NC.

Connectionist and conventional models for free-text talker identification tasks

Younès Bennani, Patrick Gallinari, Thierry Artières, 1991 .

Classification des données catégorielles via la maximisation spectrale de la modularité

Younès Bennani, Lazhar Labiod, 2012, EGC.

Autonomous Clustering Characterization for Categorical Data

Younès Bennani, Nistor Grozavu, Lazhar Labiod, 2010, 2010 Ninth International Conference on Machine Learning and Applications.

Domain Name Recommendation based on Neural Network

Younès Bennani, Ahmed Amamou, Kamel Haddadou, 2018, INNS Conference on Big Data.

State of the Art of Statistical Learning Theory

Ievgen Redko, Younès Bennani, Marc Sebban, 2019 .

BeSOM :Bernoullion Self-OrganizingMap

Mustapha Lebbah, Younès Bennani, Nicoleta Rogovschi, 2007 .

Iterative Domain Adaptation Methods

Ievgen Redko, Younès Bennani, Marc Sebban, 2019 .

Probabilistic Self-Organizing Map for Clustering and Visualizing non-i.i.d Data

Mustapha Lebbah, Younès Bennani, Rakia Jaziri, 2015, Int. J. Comput. Intell. Appl..

Collaborative Clustering: How to Select the Optimal Collaborators?

Younès Bennani, Nistor Grozavu, Parisa Rastin, 2015, 2015 IEEE Symposium Series on Computational Intelligence.

Deepness Analysis of Learned Factors in Multilayer NMF

Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani, 2019, Aust. J. Intell. Inf. Process. Syst..

Artificial Intelligence Techniques in the Dynamic Negotiation of QoS: A User Interface for the Internet New Generation

Francine Krief, Younès Bennani, Zeina Jrad, 2006, Autonomic Networking.

Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning

Younès Bennani, Guénaël Cabanes, Frédéric Dufau-Joël, 2009, 2009 International Conference on Machine Learning and Applications.

Co-clustering through Optimal Transport

Ievgen Redko, Younès Bennani, Basarab Matei, 2017, ICML.

Neural networks for discrimination and modelization of speakers

Younès Bennani, Patrick Gallinari, 1995, Speech Commun..

Modèles de mélanges topologiques pour la classification de données catégorielles et mixtes

Mustapha Lebbah, Younès Bennani, Nicoleta Rogovschi, 2011, Fouille de données complexes.

Collaborative Non-negative Matrix Factorization

Younès Bennani, Basarab Matei, Nistor Grozavu, 2019, ICANN.

Change detection in data streams through unsupervised learning

Younès Bennani, Guénaël Cabanes, Younès Bennani, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Validation of neural net architectures on speech recognition tasks

Younès Bennani, Patrick Gallinari, A. Mellouk, 1991, [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing.

Dendogram based SVM for multi-class classification

Younès Bennani, Khalid Benabdeslem, Younès Bennani, 2006, 28th International Conference on Information Technology Interfaces, 2006..

A new topological clustering algorithm for interval data

Younès Bennani, Guénaël Cabanes, André Hardy, 2013, Pattern Recognit..

Une mesure de pertinence pour la sélection de variables dans les perceptrons multicouches

Younès Bennani, Méziane Yacoub, 2001, Rev. d'Intelligence Artif..

A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining

Younès Bennani, Guénaël Cabanes, Dominique Fresneau, 2011, ICONIP.

Semantic rich ICM algorithm for VHR satellite images segmentation

Pierre Gançarski, Younès Bennani, Antoine Cornuéjols, 2015, 2015 14th IAPR International Conference on Machine Vision Applications (MVA).

Generative Histogram-Based Model Using Unsupervised Learning

Younès Bennani, Parisa Rastin, Guénaël Cabanes, 2019, ICONIP.

PAC-Bayesian Theory for Domain Adaptation

Ievgen Redko, Younès Bennani, Marc Sebban, 2019 .

A Probabilistic Self-Organizing Map for Binary Data Topographic Clustering

Mustapha Lebbah, Younès Bennani, Nicoleta Rogovschi, 2008, Int. J. Comput. Intell. Appl..

Preserving Utility during Attribute-oriented Data Anonymization Process

Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui, 2019, Aust. J. Intell. Inf. Process. Syst..

Optimizing exchange confidence during collaborative clustering

Denis Maurel, Younès Bennani, Basarab Matei, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Collaborative Multi-View Attributed Networks Mining

Rushed Kanawati, Younès Bennani, Basarab Matei, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Visualization and Analysis of Web Navigation Data

Younès Bennani, Khalid Benabdeslem, Eric Janvier, 2002, ICANN.

Speech processing and recognition using integrated neurocomputing techniques (Esprit Basic Research Action 3228: SPRINT)

Frédéric Bimbot, Khalid Choukri, Younès Bennani, 1990, Neurocomputing.

Sous-échantillonnage topographique par apprentissage semi-supervisé

Mustapha Lebbah, Younès Bennani, 2010, EGC.

Controlling orthogonality constraints for better NMF clustering

Ievgen Redko, Younès Bennani, 2014, IJCNN.

A Two-Levels Data Anonymization Approach

Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui, 2020, AIAI.

Modular Connectionist Modelling and Classification Approaches for Local Diagnosis in Telecommunication Traffic Management

Younès Bennani, Fabrice Bossaert, Younès Bennani, 2001, Int. J. Comput. Intell. Appl..

Topographic Connectionist Unsupervised Learning for RFID Behavior Data Mining

Younès Bennani, Guénaël Cabanes, Dominique Fresneau, 2008, IWRT.

A new sparse representation learning of complex data: Application to dynamic clustering of web navigation

Younès Bennani, Basarab Matei, Parisa Rastin, 2019, Pattern Recognit..

A Spectral Based Clustering Algorithm for Categorical Data with Maximum Modularity

Younès Bennani, Lazhar Labiod, Younès Bennani, 2011, ESANN.

From variable weighting to cluster characterization in topographic unsupervised learning

Mustapha Lebbah, Younès Bennani, Nistor Grozavu, 2009, 2009 International Joint Conference on Neural Networks.

Comparing Large Datasets Structures through Unsupervised Learning

Younès Bennani, Guénaël Cabanes, Younès Bennani, 2009, ICONIP.

Clustering Categorical Data Using an Extended Modularity Measure

Younès Bennani, Nistor Grozavu, Lazhar Labiod, 2010, ICONIP.

Entropy based probabilistic collaborative clustering

Younès Bennani, Antoine Cornuéjols, Basarab Matei, 2017, Pattern Recognit..

Speaker identification through a modular connectionist architecture: evaluation on the timit database

Younès Bennani, 1992, ICSLP.

Apprentissage d'ensemble d'opérateurs de projection orthogonale pour la détection de nouveauté

Younès Bennani, Fatma Hamdi, Younès Bennani, 2012, EGC.

From horizontal to vertical collaborative clustering using generative topographic maps

Younès Bennani, Antoine Cornuéjols, Nistor Grozavu, 2016, Int. J. Hybrid Intell. Syst..

Recommender System for Most Relevant K Pick-Up Points

Ali Yahyaouy, Younès Bennani, Rosanna Verde, 2021 .

Learning Useful Representations Through Stacked Self-Organizing Maps

Younès Bennani, Basarab Matei, Guénaël Cabanes, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Probabilistic Mixed Topological Map for Categorical and Continuous Data

Mustapha Lebbah, Younès Bennani, Nicoleta Rogovschi, 2008, 2008 Seventh International Conference on Machine Learning and Applications.

Cluster-Dependent Feature Selection through a Weighted Learning Paradigm

Mustapha Lebbah, Younès Bennani, Nistor Grozavu, 2009, EGC.

Classification relationnelle topographique

Younès Bennani, Nistor Grozavu, Lazhar Labiod, 2011, Rev. d'Intelligence Artif..

A Recommendation System Based on Unsupervised Topological Learning

Rushed Kanawati, Younès Bennani, Nistor Grozavu, 2015, ICONIP.

Transformation de l'espace de description pour l'apprentissage par transfert

Younès Bennani, Nistor Grozavu, Lazhar Labiod, 2012, EGC.

The structure of verbal sequences analyzed with unsupervised learning techniques pdf

Younès Bennani, Nicoleta Rogovschi, Catherine Recanati, 2007, ArXiv.

Enriched topological learning for cluster detection and visualization

Younès Bennani, Guénaël Cabanes, Dominique Fresneau, 2012, Neural Networks.

Pondération locale des variables en apprentissage numérique non-supervisé

Mustapha Lebbah, Younès Bennani, Nistor Grozavu, 2008, EGC.

Diversity analysis in collaborative clustering

Younès Bennani, Nistor Grozavu, Guénaël Cabanes, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Sequencing of verbs - a study on tense and aspect using unsupervised learning

Younès Bennani, Nicoleta Rogovschi, Catherine Recanati, 2007 .

Coupling clustering and visualization for knowledge discovery from data

Younès Bennani, Guénaël Cabanes, Younès Bennani, 2011, The 2011 International Joint Conference on Neural Networks.

Relational Analysis for Consensus Clustering from Multiple Partitions

Mustapha Lebbah, Younès Bennani, Hamid Benhadda, 2008, 2008 Seventh International Conference on Machine Learning and Applications.

Distance Estimation for Quantum Prototypes Based Clustering

Younès Bennani, Basarab Matei, Nistor Grozavu, 2019, ICONIP.

Architecture Optimization in Feedforward Connectionist Models

Younès Bennani, Méziane Yacoub, 1998 .

Learning random subspace novelty detection filters

Younès Bennani, Fatma Hamdi, Younès Bennani, 2011, The 2011 International Joint Conference on Neural Networks.

ANCA : Attributed Network Clustering Algorithm

Rushed Kanawati, Younès Bennani, Nistor Grozavu, 2017, COMPLEX NETWORKS.

Topographic under-sampling for unbalanced distributions

Mustapha Lebbah, Younès Bennani, Fatma Hamdi, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Predictive connectionist approach for VoD bandwidth management

Nazim Agoulmine, José Neuman de Souza, Danielo Goncalves Gomes, 2007, Comput. Commun..

Semi-Supervised Multi-Label Classification Through Topological Active Learning

Younès Bennani, Abdelkader Benyettou, Guénaël Cabanes, 2017 .

Learning Topological Constraints in Self-Organizing Map

Younès Bennani, Guénaël Cabanes, Younès Bennani, 2010, ICONIP.

Comparaisons structurelles de grandes bases de données par apprentissage non-supervisé

Younès Bennani, Guénaël Cabanes, Frédéric Dufau-Joël, 2010, EGC.

Simultaneous Pattern and Variable Weighting during Topological Clustering

Younès Bennani, Nistor Grozavu, 2011, ICONIP.

Vertical collaborative clustering using generative topographic maps

Younès Bennani, Antoine Cornuéjols, Nistor Grozavu, 2015, 2015 7th International Conference of Soft Computing and Pattern Recognition (SoCPaR).

Apprentissage neuro-markovien pour la classification non supervisée de données structurées en séquences

Younès Bennani, Nicoleta Rogovschi, Catherine Recanati, 2007 .

Collaborative-Based Multi-scale Clustering in Very High Resolution Satellite Images

Younès Bennani, Antoine Cornuéjols, Jérémie Sublime, 2016, ICONIP.

Unsupervised Topographic Learning for Spatiotemporal Data Mining

Younès Bennani, Guénaël Cabanes, Younès Bennani, 2010, Adv. Artif. Intell..

Pruned Simple Model Sets for Fast Exact Recovery of Image

Younès Bennani, Basarab Matei, Younès Bennani, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

BeSOM : Bernoulli on Self-Organizing Map

Mustapha Lebbah, Younès Bennani, Nicoleta Rogovschi, 2007, 2007 International Joint Conference on Neural Networks.

SOS-HMM: Self-Organizing Structure of Hidden Markov Model

Mustapha Lebbah, Younès Bennani, Rakia Jaziri, 2011, ICANN.

Exploration de données de traçabilité issues de la RFID par apprentissage non-supervisé

Younès Bennani, Guénaël Cabanes, Dominique Fresneau, 2009, EGC.

Sparsity analysis of learned factors in Multilayer NMF

Ievgen Redko, Younès Bennani, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Towards Ontology Reasoning for Topological Cluster Labeling

Younès Bennani, Isabelle Mougenot, Laure Berti-Équille, 2016, ICONIP.

Non-negative embedding for fully unsupervised domain adaptation

Ievgen Redko, Younès Bennani, I. Redko, 2016, Pattern Recognit. Lett..

New Self-organizing Maps for Multivariate Sequences Processing

Younès Bennani, Farida Zehraoui, Younès Bennani, 2005, Int. J. Comput. Intell. Appl..

On the Use of Ontology as A Priori Knowledge into Constrained Clustering

Younès Bennani, Isabelle Mougenot, Laure Berti-Équille, 2016, 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Data Anonymization through Collaborative Multi-view Microaggregation

Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui, 2020, J. Intell. Syst..

Un algorithme ICM basé sur la compacité pour la segmentation des images satellites à très haute résolution

Younès Bennani, Antoine Cornuéjols, Jérémie Sublime, 2015, EGC.

Hybrid Unsupervised Learning to Uncover Discourse Structure

Younès Bennani, Nicoleta Rogovschi, Catherine Recanati, 2007, LTC.

Probabilistic Self-Organizing Maps for multivariate sequences

Mustapha Lebbah, Younès Bennani, Nicoleta Rogovschi, 2011, The 2011 International Joint Conference on Neural Networks.

Multi-view Clustering through Optimal Transport

Younès Bennani, Basarab Matei, Guénaël Cabanes, 2019, Aust. J. Intell. Inf. Process. Syst..

Quantum Collaborative K-means

Younès Bennani, Basarab Matei, Kaoutar Benlamine, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Classification probabiliste non supervisée et visualisation des données séquentielles

Mustapha Lebbah, Younès Bennani, Rakia Jaziri, 2012, EGC.

Formulation Condorcéenne du critère de la modularité

Younès Bennani, Nistor Grozavu, Lazhar Labiod, 2010, AAFD.

Hybrid connectionist approach for knowledge discovery from Web navigation patterns

Younès Bennani, Khalid Benabdeslem, A. Zeboulon, 2003 .

M-SOM-ART: Growing Self Organizing Map for Sequences Clustering and Classification

Younès Bennani, Farida Zehraoui, 2004, ECAI.

A New Energy Model for the Hidden Markov Random Fields

Younès Bennani, Antoine Cornuéjols, Jérémie Sublime, 2014, ICONIP.

On the use of TDNN-extracted features information in talker identification

Younès Bennani, Patrick Gallinari, 1991, [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing.

Kernel alignment for unsupervised transfer learning

Ievgen Redko, Younès Bennani, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Data Anonymization through Collaborative Multi-view Microaggregation

Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui, 2020, J. Intell. Syst..

Collaborative MultiView Clustering

Younès Bennani, Mohamad Ghassany, Nistor Grozavu, 2013 .

Approches connexionnistes pour la reconnaissance automatique du locuteur : modelisation & identification

Younès Bennani, 1992 .

Systèmes d'apprentissage connexionnistes : Sélection de variables

Younès Bennani, 2001 .

μ-SOM : Weighting features during clustering

Younès Bennani, Sébastien Guérif, 2005 .