Guénaël Cabanes

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 26

Top Topics

Clustering Algorithm

Dynamic Behavior

Unsupervised Learning

Top Venues

Pattern Recognit.

Publications

Victor Hoffmann, Ilias Nahmed, Parisa Rastin, Guénaël Cabanes, Julien Boisse
Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites. CoRR (2023)
Xiaotong Qian, Lili Jin, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu
Multi-view Clustering using Barycentric Coordinate Representation. IJCNN (2023)
Guénaël Cabanes, Younès Bennani, Rosanna Verde, Antonio Irpino
On the use of Wasserstein metric in topological clustering of distributional data. CoRR (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, Guénaël Cabanes, Abdelfettah Touzani
Collaborative Clustering Through Optimal Transport. ICANN (2) (2020)
Fatima Ezzahraa Ben Bouazza, Younès Bennani, Abdelfettah Touzani, Guénaël Cabanes
Subspace Guided Collaborative Clustering Based on Optimal Transport. SoCPaR (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)
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)
Parisa Rastin, Basarab Matei, Guénaël Cabanes
Apprentissage non-supervisé relationnel dans l'espace des coordonnées barycentriques. EGC (2019)
Jérémie Sublime, Guénaël Cabanes, Basarab Matei
Study on the Influence of Diversity and Quality in Entropy Based Collaborative Clustering. Entropy 21 (10) (2019)
Parisa Rastin, Basarab Matei, Guénaël Cabanes
Détection de changement dans les profils en ligne d'utilisateurs. EGC (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, 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)
Parisa Rastin, Guénaël Cabanes, Basarab Matei, Jean-Marc Marty
Change Detection in Individual Users' Behavior. ICANN (2) (2018)
Samira Boulbazine, Guénaël Cabanes, Basarab Matei, Younès Bennani
Online Semi-supervised Growing Neural Gas for Multi-label Data Classification. IJCNN (2018)
Parisa Rastin, Basarab Matei, Guénaël Cabanes, Ibtissame El Baghdadi
Signal-based autonomous clustering for relational data. IJCNN (2017)
Jérémie Sublime, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
Entropy based probabilistic collaborative clustering. Pattern Recognit. 72 (2017)
Safouane Cherki, Parisa Rastin, Guénaël Cabanes, Basarab Matei
Improved sparse prototyping for relational K-means. SSCI (2016)
Nistor Grozavu, Guénaël Cabanes, Hatim Chahdi, Nicoleta Rogovschi
Automated topological co-clustering using fuzzy features partition. IJCNN (2016)
Parisa Rastin, Tong Zhang, Guénaël Cabanes
A New Clustering Algorithm for Dynamic Data. ICONIP (3) (2016)
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)
Parisa Rastin, Guénaël Cabanes, Nistor Grozavu, Younès Bennani
Collaborative Clustering: How to Select the Optimal Collaborators? SSCI (2015)
Nistor Grozavu, Nicoleta Rogovschi, Guénaël Cabanes, Andres Troya-Galvis, Pierre Gançarski
VHR satellite image segmentation based on topological unsupervised learning. MVA (2015)
Nistor Grozavu, Guénaël Cabanes, Younès Bennani
Diversity analysis in collaborative clustering. IJCNN (2014)
Guénaël Cabanes, Younès Bennani, Renaud Destenay, André Hardy
A new topological clustering algorithm for interval data. Pattern Recognit. 46 (11) (2013)
Guénaël Cabanes, Younès Bennani, Nistor Grozavu
Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud. ICDM Workshops (2013)
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)
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)
Guénaël Cabanes, Younès Bennani
Coupling clustering and visualization for knowledge discovery from data. IJCNN (2011)
Guénaël Cabanes, Younès Bennani, Dominique Fresneau
A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining. ICONIP (2) (2011)
Guénaël Cabanes, Younès Bennani, Dominique Fresneau
Mining RFID Behavior Data using Unsupervised Learning. Int. J. Appl. Logist. 1 (1) (2010)
Guénaël Cabanes, Younès Bennani
Learning Topological Constraints in Self-Organizing Map. ICONIP (2) (2010)
Guénaël Cabanes, Younès Bennani
Unsupervised Topographic Learning for Spatiotemporal Data Mining. Adv. Artif. Intell. 2010 (2010)
Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël
Comparaisons structurelles de grandes bases de données par apprentissage non-supervisé. EGC (2010)
Guénaël Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana
A HMM-Based Approach to Modeling Ant Behavior. IICAI (2009)
Guénaël Cabanes, Younès Bennani, Dominique Fresneau
Exploration de données de traçabilité issues de la RFID par apprentissage non-supervisé. EGC (2009)
Guénaël Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana
Modeling Ant Activity by Means of Structured HMMs. ISMIS (2009)
Guénaël Cabanes, Younès Bennani
Comparing Large Datasets Structures through Unsupervised Learning. ICONIP (1) (2009)
Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël
Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning. ICMLA (2009)
Guénaël Cabanes, Younès Bennani
A local density-based simultaneous two-level algorithm for topographic clustering. IJCNN (2008)
Guénaël Cabanes, Younès Bennani, Claire Chartagnat, Dominique Fresneau
Topographic Connectionist Unsupervised Learning for RFID Behavior Data Mining. IWRT (2008)
Guénaël Cabanes, Younès Bennani
Un algorithme de classification topographique non supervisée à deux niveaux simultanés. EGC (2008)
Guénaël Cabanes, Younès Bennani
A simultaneous two-level clustering algorithm for automatic model selection. ICMLA (2007)