Guénaël Cabanes

54 papers B 10C 3Misc 1Journal 17Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MILE-RefHumEval: A Reference-Free, Multi-Independent LLM Framework for Human-Aligned Evaluation. CoRR Nalin Srun, Parisa Rastin, Guénaël Cabanes, Lydia Boudjeloud-Assala
2025	—	`conf`	Clustering multi-vues de documents selon un mécanisme de cross-attention pour la fusion de caractéristiques. EGC Khadidja Wissal Baki, Parisa Rastin, Guénaël Cabanes, Mohamed Elbahri, David Calvo, Yannick Toussaint
2025	J	`jnl`	Histogram self-organizing map for cluster detection and visualization. Neural Comput. Appl. Guénaël Cabanes, Younès Bennani, Parisa Rastin
2025	J	`jnl`	Incremental clustering based on Wasserstein distance between histogram models. Pattern Recognit. Xiaotong Qian, Guénaël Cabanes, Parisa Rastin, Mohamed Alae Guidani, Ghassen Marrakchi, Marianne Clausel, Nistor Grozavu
2024	—	`conf`	Clustering Multi-Vues en utilisant la Représentation des Coordonnées Barycentriques. EGC Xiaotong Qian, Lili Jin, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu
2024	B	`conf`	Incremental Multi-view Clustering using Barycentric Coordinate Representation. IJCNN Xiaotong Qian, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu
2023	J	`jnl`	Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites. CoRR Victor Hoffmann, Ilias Nahmed, Parisa Rastin, Guénaël Cabanes, Julien Boisse
2023	B	`conf`	Multi-view Clustering using Barycentric Coordinate Representation. IJCNN Xiaotong Qian, Lili Jin, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu
2021	—	`conf`	Incorporating Neighborhood Information During NMF Learning. ICONIP (5) Michel Kaddouh, Guénaël Cabanes, Younès Bennani
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`	Unsupervised collaborative learning based on Optimal Transport theory. J. Intell. Syst. Fatima Ezzahraa Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani
2020	—	`conf`	Collaborative Clustering Through Optimal Transport. ICANN (2) Fatima Ezzahraa Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani
2020	—	`conf`	Subspace Guided Collaborative Clustering Based on Optimal Transport. SoCPaR Fatima Ezzahraa Ben Bouazza, Younès Bennani, Abdelfettah Touzani, Guénaël Cabanes
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	—	`conf`	Apprentissage non-supervisé relationnel dans l'espace des coordonnées barycentriques. EGC Parisa Rastin, Basarab Matei, Guénaël Cabanes
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`	Détection de changement dans les profils en ligne d'utilisateurs. EGC Parisa Rastin, Basarab Matei, Guénaël Cabanes
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`	Study on the Influence of Diversity and Quality in Entropy Based Collaborative Clustering. Entropy Jérémie Sublime, Guénaël Cabanes, Basarab Matei
2018	—	`conf`	Change Detection in Individual Users' Behavior. ICANN (2) Parisa Rastin, Guénaël Cabanes, Basarab Matei, Jean-Marc Marty
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
2017	J	`jnl`	Entropy based probabilistic collaborative clustering. Pattern Recognit. Jérémie Sublime, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
2017	B	`conf`	Signal-based autonomous clustering for relational data. IJCNN Parisa Rastin, Basarab Matei, Guénaël Cabanes, Ibtissame El Baghdadi
2016	—	`conf`	A New Clustering Algorithm for Dynamic Data. ICONIP (3) Parisa Rastin, Tong Zhang, Guénaël Cabanes
2016	B	`conf`	Automated topological co-clustering using fuzzy features partition. IJCNN Nistor Grozavu, Guénaël Cabanes, Hatim Chahdi, Nicoleta Rogovschi
2016	—	`conf`	Improved sparse prototyping for relational K-means. SSCI Safouane Cherki, Parisa Rastin, Guénaël Cabanes, Basarab Matei
2015	—	`conf`	Collaborative Clustering: How to Select the Optimal Collaborators? SSCI Parisa Rastin, Guénaël Cabanes, Nistor Grozavu, Younès Bennani
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	Misc	`conf`	VHR satellite image segmentation based on topological unsupervised learning. MVA Nistor Grozavu, Nicoleta Rogovschi, Guénaël Cabanes, Andres Troya-Galvis, Pierre Gançarski
2014	B	`conf`	Diversity analysis in collaborative clustering. IJCNN Nistor Grozavu, Guénaël Cabanes, Younès Bennani
2013	J	`jnl`	A new topological clustering algorithm for interval data. Pattern Recognit. Guénaël Cabanes, Younès Bennani, Renaud Destenay, André Hardy
2013	—	`conf`	Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud. ICDM Workshops Guénaël Cabanes, Younès Bennani, Nistor Grozavu
2012	B	`conf`	Change detection in data streams through unsupervised learning. IJCNN Guénaël Cabanes, Younès Bennani
2012	J	`jnl`	Enriched topological learning for cluster detection and visualization. Neural Networks Guénaël Cabanes, Younès Bennani, Dominique Fresneau
2011	—	`conf`	A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining. ICONIP (2) Guénaël Cabanes, Younès Bennani, Dominique Fresneau
2011	—	`conf`	Apprendre les contraintes topologiques dans les cartes auto-organisatrices. EGC Guénaël Cabanes, Younès Bennani
2011	B	`conf`	Coupling clustering and visualization for knowledge discovery from data. IJCNN Guénaël Cabanes, Younès Bennani
2011	—	`conf`	Visualisation de l'intra et inter structure des groupes en classification non supervisée. EGC Guénaël Cabanes, 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`	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`	Unsupervised Topographic Learning for Spatiotemporal Data Mining. Adv. Artif. Intell. Guénaël Cabanes, Younès Bennani
2009	—	`conf`	A HMM-Based Approach to Modeling Ant Behavior. IICAI Guénaël Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana
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	C	`conf`	Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning. ICMLA Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël
2009	C	`conf`	Modeling Ant Activity by Means of Structured HMMs. ISMIS Guénaël Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana
2008	B	`conf`	A local density-based simultaneous two-level algorithm for topographic clustering. IJCNN Guénaël Cabanes, Younès Bennani
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	C	`conf`	A simultaneous two-level clustering algorithm for automatic model selection. ICMLA Guénaël Cabanes, Younès Bennani