Younès Bennani

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 67

Top Venues

Publications

Omar Ghannou, Younès Bennani
FMDA-OT: Federated Multi-source Domain Adaptation Through Optimal Transport. CoRR (2024)
Léo Déchaumet, Younès Bennani, Joseph Karkazan, Abir Barbara, Charles Dacheux, Thomas Gregory
Modular Self-Supervised Learning for Hand Surgical Diagnosis. IJCNN (2023)
Nosseiba Ben Salem, Younès Bennani, Joseph Karkazan, Abir Barbara, Charles Dacheux, Thomas Gregory
Self-Training and Modular Approaches for Surgical Image Recognition. IJCNN (2023)
Nosseiba Ben Salem, Younès Bennani, Joseph Karkazan, Abir Barbara, Charles Dacheux, Thomas Gregory
Modular Neural Network Approaches for Surgical Image Recognition. CoRR (2023)
Abir Barbara, Younès Bennani, Joseph Karkazan
On the Use of Persistent Homology to Control the Generalization Capacity of a Neural Network. ICONIP (8) (2023)
Kaoutar Benlamine, Younès Bennani, Basarab Matei, Nistor Grozavu, Issam Falih
Collaborative Learning to Improve the Non-uniqueness of NMF. Int. J. Comput. Intell. Appl. 21 (1) (2022)
Ahmed Zaiou, Younès Bennani, Mohamed Hibti, Basarab Matei
Quantum Approach for Vertex Separator Problem in Directed Graphs. AIAI (1) (2022)
Mourad El Hamri, Younès Bennani, Issam Falih
Incremental Unsupervised Domain Adaptation Through Optimal Transport. IJCNN (2022)
Ahmed Zaiou, Basarab Matei, Younès Bennani, Mohamed Hibti
Convex Non-negative Matrix Factorization Through Quantum Annealing. CoRR (2022)
Mourad El Hamri, Younès Bennani, Issam Falih
Hierarchical optimal transport for unsupervised domain adaptation. Mach. Learn. 111 (11) (2022)
Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti
A quantum learning approach based on Hidden Markov Models for failure scenarios generation. CACML (2022)
Mourad El Hamri, Younès Bennani, Issam Falih
When Domain Adaptation Meets Semi-supervised Learning Through Optimal Transport. AIAI (1) (2022)
Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti
A quantum learning approach based on Hidden Markov Models for failure scenarios generation. CoRR (2022)
Mourad El Hamri, Younès Bennani, Issam Falih
Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport. CoRR (2022)
Mourad El Hamri, Younès Bennani, Issam Falih
Inductive Semi-supervised Learning Through Optimal Transport. ICONIP (5) (2021)
Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui
Data Anonymization through Collaborative Multi-view Microaggregation. J. Intell. Syst. 30 (1) (2021)
Yohan Foucade, Younès Bennani
Unsupervised collaborative learning using privileged information. CoRR (2021)
Mourad El Hamri, Younès Bennani, Issam Falih
Label Propagation Through Optimal Transport. CoRR (2021)
Guénaël Cabanes, Younès Bennani, Rosanna Verde, Antonio Irpino
On the use of Wasserstein metric in topological clustering of distributional data. CoRR (2021)
Yohan Foucade, Younès Bennani, Zakaria Aabbou
Collaborative Random Forests Learning. HPCC/DSS/SmartCity/DependSys (2021)
Ahmed Zaiou, Younès Bennani, Basarab Matei, Mohamed Hibti
Balanced K-means using Quantum annealing. SSCI (2021)
Michel Kaddouh, Guénaël Cabanes, Younès Bennani
Incorporating Neighborhood Information During NMF Learning. ICONIP (5) (2021)
Fatima Ezzahraa Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani
Unsupervised collaborative learning based on Optimal Transport theory. J. Intell. Syst. 30 (1) (2021)
Fatima Ezzahraa Ben Bouazza, Younès Bennani
Selective information exchange in collaborative clustering using regularized Optimal Transport. CoRR (2021)
Mourad El Hamri, Younès Bennani
Incremental Semi-Supervised Learning Through Optimal Transport. CoRR (2021)
Mourad El Hamri, Younès Bennani, Issam Falih
Label Propagation Through Optimal Transport. IJCNN (2021)
Mourad El Hamri, Younès Bennani, Issam Falih
Inductive Semi-supervised Learning Through Optimal Transport. CoRR (2021)
Mourad El Hamri, Younès Bennani, Issam Falih, Hamid Ahaggach
Hierarchical Optimal Transport for Unsupervised Domain Adaptation. CoRR (2021)
Ahmed Zaiou, Basarab Matei, Younès Bennani, Mohamed Hibti
Convex Non-negative Matrix Factorization Through Quantum Annealing. HPCC/DSS/SmartCity/DependSys (2021)
Kaoutar Benlamine, Younès Bennani, Nistor Grozavu, Basarab Matei
Quantum Collaborative K-means. IJCNN (2020)
Fatima Ezzahraa Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani
Collaborative Clustering Through Optimal Transport. ICANN (2) (2020)
Ievgen Redko, Emilie Morvant, Amaury Habrard, Marc Sebban, Younès Bennani
A survey on domain adaptation theory. CoRR (2020)
Fatima Ezzahraa Ben Bouazza, Younès Bennani, Abdelfettah Touzani, Guénaël Cabanes
Subspace Guided Collaborative Clustering Based on Optimal Transport. SoCPaR (2020)
Kaoutar Benlamine, Younès Bennani, Basarab Matei, Nistor Grozavu
Quantum Semi Non-negative Matrix Factorization. SoCPaR (2020)
Yohan Foucade, Younès Bennani
Unsupervised Learning from Data and Learners. SoCPaR (2020)
Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui
A Two-Levels Data Anonymization Approach. AIAI (1) (2020)
Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Abdelfettah Touzani
Deepness Analysis of Learned Factors in Multilayer NMF. Aust. J. Intell. Inf. Process. Syst. 16 (4) (2019)
Sarah Zouinina, Younès Bennani, Maha Ben-Fares, Nicoleta Rogovschi, Abdelouahid Lyhyaoui
Preserving Utility during Attribute-oriented Data Anonymization Process. Aust. J. Intell. Inf. Process. Syst. 16 (3) (2019)
Parisa Rastin, Guénaël Cabanes, Basarab Matei, Younès Bennani, Jean-Marc Marty
A new sparse representation learning of complex data: Application to dynamic clustering of web navigation. Pattern Recognit. 91 (2019)
Parisa Rastin, Guénaël Cabanes, Rosanna Verde, Younès Bennani, Thierry Couronne
Generative Histogram-Based Model Using Unsupervised Learning. ICONIP (3) (2019)
Kaoutar Benlamine, Younès Bennani, Ahmed Zaiou, Mohamed Hibti, Basarab Matei, Nistor Grozavu
Distance Estimation for Quantum Prototypes Based Clustering. ICONIP (3) (2019)
Fatima Ezzahraa Ben Bouazza, Younès Bennani, Mourad El Hamri, Guénaël Cabanes, Basarab Matei, Abdelfettah Touzani
Multi-view Clustering through Optimal Transport. Aust. J. Intell. Inf. Process. Syst. 15 (3) (2019)
Parisa Rastin, Younès Bennani, Rosanna Verde
Automatic detection of the support points in relational clustering. IJCNN (2019)
Kaoutar Benlamine, Nistor Grozavu, Younès Bennani, Basarab Matei
Collaborative Non-negative Matrix Factorization. ICANN (4) (2019)
Parisa Rastin, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani
Impact of Learners' Quality and Diversity in Collaborative Clustering. J. Artif. Intell. Soft Comput. Res. 9 (2) (2019)
Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Basarab Matei
Learning Useful Representations Through Stacked Self-Organizing Maps. IJCNN (2018)
Jérémie Sublime, Denis Maurel, Nistor Grozavu, Basarab Matei, Younès Bennani
Optimizing exchange confidence during collaborative clustering. IJCNN (2018)
Sarah Zouinina, Nistor Grozavu, Younès Bennani, Abdelouahid Lyhyaoui, Nicoleta Rogovschi
Efficient k-Anonymization through Constrained Collaborative Clustering. SSCI (2018)
Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani, Basarab Matei
Collaborative Multi-View Attributed Networks Mining. IJCNN (2018)
Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
Community detection in Attributed Network. WWW (Companion Volume) (2018)
Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
Topological multi-view clustering for collaborative filtering. INNS Conference on Big Data (2018)
Kaoutar Benlamine, Nistor Grozavu, Younès Bennani, Nicoleta Rogovschi, Kamel Haddadou, Ahmed Amamou
Domain Name Recommendation based on Neural Network. INNS Conference on Big Data (2018)
Sarah Zouinina, Nistor Grozavu, Younès Bennani, Abdelouahid Lyhyaoui, Nicoleta Rogovschi
A Topological k-Anonymity Model Based on Collaborative Multi-view Clustering. ICANN (3) (2018)
Samira Boulbazine, Guénaël Cabanes, Basarab Matei, Younès Bennani
Online Semi-supervised Growing Neural Gas for Multi-label Data Classification. IJCNN (2018)
Antoine Cornuéjols, Cédric Wemmert, Pierre Gançarski, Younès Bennani
Collaborative clustering: Why, when, what and how. Inf. Fusion 39 (2018)
Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
ANCA : Attributed Network Clustering Algorithm. COMPLEX NETWORKS (2017)
Charlotte Laclau, Ievgen Redko, Basarab Matei, Younès Bennani, Vincent Brault
Co-clustering through Optimal Transport. ICML (2017)
Jérémie Sublime, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
Entropy based probabilistic collaborative clustering. Pattern Recognit. 72 (2017)
Antoine Lachaud, Nistor Grozavu, Basarab Matei, Younès Bennani
Collaborative clustering between different topological partitions. IJCNN (2017)
Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Younès Bennani, Laure Berti-Équille
Towards Ontology Reasoning for Topological Cluster Labeling. ICONIP (3) (2016)
Ievgen Redko, Younès Bennani
Non-negative embedding for fully unsupervised domain adaptation. Pattern Recognit. Lett. 77 (2016)
Ievgen Redko, Younès Bennani
Kernel alignment for unsupervised transfer learning. ICPR (2016)
Rakia Jaziri, Faicel Chamroukhi, Mustapha Lebbah, Younès Bennani
GTM Mixture through time for sequential data. IJCNN (2016)
Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Laure Berti-Équille, Younès Bennani
Génération de contraintes pour le clustering à partir d'une ontologie - Application à la classification d'images satellites. EGC (2016)
Jérémie Sublime, Antoine Cornuéjols, Younès Bennani
Collaborative-Based Multi-scale Clustering in Very High Resolution Satellite Images. ICONIP (3) (2016)
Ievgen Redko, Younès Bennani
Kernel Alignment for Unsupervised Transfer Learning. CoRR (2016)
Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Laure Berti-Équille, Younès Bennani
On the Use of Ontology as A Priori Knowledge into Constrained Clustering. DSAA (2016)
Ievgen Redko, Younès Bennani
Sparsity analysis of learned factors in Multilayer NMF. IJCNN (2015)
Jérémie Sublime, Nistor Grozavu, Guénaël Cabanes, Younès Bennani, Antoine Cornuéjols
From horizontal to vertical collaborative clustering using generative topographic maps. Int. J. Hybrid Intell. Syst. 12 (4) (2015)
Basarab Matei, Younès Bennani
Pruned Simple Model Sets for Fast Exact Recovery of Image. ICDM Workshops (2015)
Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
A Recommendation System Based on Unsupervised Topological Learning. ICONIP (2) (2015)
Mustapha Lebbah, Rakia Jaziri, Younès Bennani, Jean-Hugues Chenot
Probabilistic Self-Organizing Map for Clustering and Visualizing non-i.i.d Data. Int. J. Comput. Intell. Appl. 14 (2) (2015)
Parisa Rastin, Guénaël Cabanes, Nistor Grozavu, Younès Bennani
Collaborative Clustering: How to Select the Optimal Collaborators? SSCI (2015)
Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
Vertical collaborative clustering using generative topographic maps. SoCPaR (2015)
Mohamad Ghassany, Younès Bennani
Collaborative Fuzzy Clustering of Variational Bayesian Generative Topographic Mapping. Int. J. Comput. Intell. Appl. 14 (1) (2015)
Jérémie Sublime, Andres Troya-Galvis, Younès Bennani, Antoine Cornuéjols, Pierre Gançarski
Semantic rich ICM algorithm for VHR satellite images segmentation. MVA (2015)
Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
Collaborative clustering with heterogeneous algorithms. IJCNN (2015)
Jérémie Sublime, Younès Bennani, Antoine Cornuéjols
Un algorithme ICM basé sur la compacité pour la segmentation des images satellites à très haute résolution. EGC (2015)
Ievgen Redko, Younès Bennani
Random subspaces NMF for unsupervised transfer learning. IJCNN (2014)
Ievgen Redko, Younès Bennani
Controlling orthogonality constraints for better NMF clustering. IJCNN (2014)
Nistor Grozavu, Guénaël Cabanes, Younès Bennani
Diversity analysis in collaborative clustering. IJCNN (2014)
Jérémie Sublime, Antoine Cornuéjols, Younès Bennani
A New Energy Model for the Hidden Markov Random Fields. ICONIP (2) (2014)
Ievgen Redko, Younès Bennani
Non-negative Matrix Factorization with Schatten p-norms Reguralization. ICONIP (2) (2014)
Guénaël Cabanes, Younès Bennani, Renaud Destenay, André Hardy
A new topological clustering algorithm for interval data. Pattern Recognit. 46 (11) (2013)
Mohamad Ghassany, Nistor Grozavu, Younès Bennani
Collaborative multi-view clustering. IJCNN (2013)
Guénaël Cabanes, Younès Bennani, Nistor Grozavu
Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud. ICDM Workshops (2013)
Rakia Jaziri, Mustapha Lebbah, Younès Bennani
Classification probabiliste non supervisée et visualisation des données séquentielles. EGC (2012)
Fatma Hamdi, Younès Bennani
Apprentissage d'ensemble d'opérateurs de projection orthogonale pour la détection de nouveauté. EGC (2012)
Mohamad Ghassany, Nistor Grozavu, Younès Bennani
Collaborative Generative Topographic Mapping. ICONIP (2) (2012)
Lazhar Labiod, Younès Bennani
Classification des données catégorielles via la maximisation spectrale de la modularité. EGC (2012)
Nistor Grozavu, Younès Bennani, Lazhar Labiod
Feature space transformation for transfer learning. IJCNN (2012)
Mohamad Ghassany, Nistor Grozavu, Younès Bennani
Collaborative Clustering using Prototype-Based Techniques. Int. J. Comput. Intell. Appl. 11 (3) (2012)
Guénaël Cabanes, Younès Bennani
Change detection in data streams through unsupervised learning. IJCNN (2012)
Guénaël Cabanes, Younès Bennani, Dominique Fresneau
Enriched topological learning for cluster detection and visualization. Neural Networks 32 (2012)
Nistor Grozavu, Younès Bennani, Lazhar Labiod
Transformation de l'espace de description pour l'apprentissage par transfert. EGC (2012)
Lazhar Labiod, Nistor Grozavu, Younès Bennani
Classification relationnelle topographique. Rev. d'Intelligence Artif. 25 (3) (2011)
Rakia Jaziri, Mustapha Lebbah, Younès Bennani, Jean-Hugues Chenot
SOS-HMM: Self-Organizing Structure of Hidden Markov Model. ICANN (2) (2011)
Guénaël Cabanes, Younès Bennani
Visualisation de l'intra et inter structure des groupes en classification non supervisée. EGC (2011)
Guénaël Cabanes, Younès Bennani
Apprendre les contraintes topologiques dans les cartes auto-organisatrices. EGC (2011)
Lazhar Labiod, Nistor Grozavu, Younès Bennani
Simultaneous Topological Categorical Data Clustering and Cluster characterization. Int. J. Comput. 10 (1) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Younès Bennani