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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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