A simultaneous two-level clustering algorithm for automatic model selection. - Guénaël Cabanes; Younès Bennani (ICMLA, 2007)

Un algorithme de classification topographique non supervisée à deux niveaux simultanés. - Guénaël Cabanes; Younès Bennani (EGC, 2008)

A local density-based simultaneous two-level algorithm for topographic clustering. - Guénaël Cabanes; Younès Bennani (IJCNN, 2008)

Topographic Connectionist Unsupervised Learning for RFID Behavior Data Mining. - Guénaël Cabanes; Younès Bennani; Claire Chartagnat; Dominique Fresneau (IWRT, 2008)

Exploration de données de traçabilité issues de la RFID par apprentissage non-supervisé. - Guénaël Cabanes; Younès Bennani; Dominique Fresneau (EGC, 2009)

Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning. - Guénaël Cabanes; Younès Bennani; Frédéric Dufau-Joël (ICMLA, 2009)

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

A HMM-Based Approach to Modeling Ant Behavior. - Guénaël Cabanes; Dominique Fresneau; Ugo Galassi; Attilio Giordana (IICAI, 2009)

Modeling Ant Activity by Means of Structured HMMs. - Guénaël Cabanes; Dominique Fresneau; Ugo Galassi; Attilio Giordana (ISMIS, 2009)

Comparaisons structurelles de grandes bases de données par apprentissage non-supervisé. - Guénaël Cabanes; Younès Bennani; Frédéric Dufau-Joël (EGC, 2010)

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

Unsupervised Topographic Learning for Spatiotemporal Data Mining. - Guénaël Cabanes; Younès Bennani (Adv. Artif. Intell., 2010)

Mining RFID Behavior Data using Unsupervised Learning. - Guénaël Cabanes; Younès Bennani; Dominique Fresneau (Int. J. Appl. Logist., 2010)

Apprendre les contraintes topologiques dans les cartes auto-organisatrices. - Guénaël Cabanes; Younès Bennani (EGC, 2011)

Visualisation de l'intra et inter structure des groupes en classification non supervisée. - Guénaël Cabanes; Younès Bennani (EGC, 2011)

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

Coupling clustering and visualization for knowledge discovery from data. - Guénaël Cabanes; Younès Bennani (IJCNN, 2011)

Change detection in data streams through unsupervised learning. - Guénaël Cabanes; Younès Bennani (IJCNN, 2012)

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

Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud. - Guénaël Cabanes; Younès Bennani; Nistor Grozavu (ICDM Workshops, 2013)

A new topological clustering algorithm for interval data. - Guénaël Cabanes; Younès Bennani; Renaud Destenay; André Hardy (Pattern Recognit., 2013)

Diversity analysis in collaborative clustering. - Nistor Grozavu; Guénaël Cabanes; Younès Bennani (IJCNN, 2014)

VHR satellite image segmentation based on topological unsupervised learning. - Nistor Grozavu; Nicoleta Rogovschi; Guénaël Cabanes; Andres Troya-Galvis; Pierre Gançarski (MVA, 2015)

Collaborative Clustering: How to Select the Optimal Collaborators? - Parisa Rastin; Guénaël Cabanes; Nistor Grozavu; Younès Bennani (SSCI, 2015)

From horizontal to vertical collaborative clustering using generative topographic maps. - Jérémie Sublime; Nistor Grozavu; Guénaël Cabanes; Younès Bennani; Antoine Cornuéjols (Int. J. Hybrid Intell. Syst., 2015)

A New Clustering Algorithm for Dynamic Data. - Parisa Rastin; Tong Zhang; Guénaël Cabanes (ICONIP (3), 2016)

Automated topological co-clustering using fuzzy features partition. - Nistor Grozavu; Guénaël Cabanes; Hatim Chahdi; Nicoleta Rogovschi (IJCNN, 2016)

Improved sparse prototyping for relational K-means. - Safouane Cherki; Parisa Rastin; Guénaël Cabanes; Basarab Matei (SSCI, 2016)

Signal-based autonomous clustering for relational data. - Parisa Rastin; Basarab Matei; Guénaël Cabanes; Ibtissame El Baghdadi (IJCNN, 2017)

Entropy based probabilistic collaborative clustering. - Jérémie Sublime; Basarab Matei; Guénaël Cabanes; Nistor Grozavu; Younès Bennani; Antoine Cornuéjols (Pattern Recognit., 2017)

Change Detection in Individual Users' Behavior. - Parisa Rastin; Guénaël Cabanes; Basarab Matei; Jean-Marc Marty (ICANN (2), 2018)

Online Semi-supervised Growing Neural Gas for Multi-label Data Classification. - Samira Boulbazine; Guénaël Cabanes; Basarab Matei; Younès Bennani (IJCNN, 2018)

Learning Useful Representations Through Stacked Self-Organizing Maps. - Ibtissam Brahmi; Guénaël Cabanes; Younès Bennani; Basarab Matei (IJCNN, 2018)

Apprentissage non-supervisé relationnel dans l'espace des coordonnées barycentriques. - Parisa Rastin; Basarab Matei; Guénaël Cabanes (EGC, 2019)

Détection de changement dans les profils en ligne d'utilisateurs. - Parisa Rastin; Basarab Matei; Guénaël Cabanes (EGC, 2019)

Generative Histogram-Based Model Using Unsupervised Learning. - Parisa Rastin; Guénaël Cabanes; Rosanna Verde; Younès Bennani; Thierry Couronne (ICONIP (3), 2019)

Multi-view Clustering through Optimal Transport. - Fatima Ezzahraa Ben Bouazza; Younès Bennani; Mourad El Hamri; Guénaël Cabanes; Basarab Matei; Abdelfettah Touzani (Aust. J. Intell. Inf. Process. Syst., 2019)

Deepness Analysis of Learned Factors in Multilayer NMF. - Ibtissam Brahmi; Guénaël Cabanes; Younès Bennani; Abdelfettah Touzani (Aust. J. Intell. Inf. Process. Syst., 2019)

Study on the Influence of Diversity and Quality in Entropy Based Collaborative Clustering. - Jérémie Sublime; Guénaël Cabanes; Basarab Matei (Entropy, 2019)

Impact of Learners' Quality and Diversity in Collaborative Clustering. - Parisa Rastin; Basarab Matei; Guénaël Cabanes; Nistor Grozavu; Younès Bennani (J. Artif. Intell. Soft Comput. Res., 2019)

A new sparse representation learning of complex data: Application to dynamic clustering of web navigation. - Parisa Rastin; Guénaël Cabanes; Basarab Matei; Younès Bennani; Jean-Marc Marty (Pattern Recognit., 2019)

Collaborative Clustering Through Optimal Transport. - Fatima Ezzahraa Ben Bouazza; Younès Bennani; Guénaël Cabanes; Abdelfettah Touzani (ICANN (2), 2020)

Subspace Guided Collaborative Clustering Based on Optimal Transport. - Fatima Ezzahraa Ben Bouazza; Younès Bennani; Abdelfettah Touzani; Guénaël Cabanes (SoCPaR, 2020)

Incorporating Neighborhood Information During NMF Learning. - Michel Kaddouh; Guénaël Cabanes; Younès Bennani (ICONIP (5), 2021)

On the use of Wasserstein metric in topological clustering of distributional data. - Guénaël Cabanes; Younès Bennani; Rosanna Verde; Antonio Irpino (CoRR, 2021)

Unsupervised collaborative learning based on Optimal Transport theory. - Fatima Ezzahraa Ben Bouazza; Younès Bennani; Guénaël Cabanes; Abdelfettah Touzani (J. Intell. Syst., 2021)

Multi-view Clustering using Barycentric Coordinate Representation. - Xiaotong Qian; Lili Jin; Guénaël Cabanes; Parisa Rastin; Nistor Grozavu (IJCNN, 2023)

Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites. - Victor Hoffmann; Ilias Nahmed; Parisa Rastin; Guénaël Cabanes; Julien Boisse (CoRR, 2023)

Clustering Multi-Vues en utilisant la Représentation des Coordonnées Barycentriques. - Xiaotong Qian; Lili Jin; Guénaël Cabanes; Parisa Rastin; Nistor Grozavu (EGC, 2024)

Incremental Multi-view Clustering using Barycentric Coordinate Representation. - Xiaotong Qian; Guénaël Cabanes; Parisa Rastin; Nistor Grozavu (IJCNN, 2024)

Clustering multi-vues de documents selon un mécanisme de cross-attention pour la fusion de caractéristiques. - Khadidja Wissal Baki; Parisa Rastin; Guénaël Cabanes; Mohamed Elbahri; David Calvo; Yannick Toussaint (EGC, 2025)

Incremental clustering based on Wasserstein distance between histogram models. - Xiaotong Qian; Guénaël Cabanes; Parisa Rastin; Mohamed Alae Guidani; Ghassen Marrakchi; Marianne Clausel; Nistor Grozavu (Pattern Recognit., 2025)