Guénaël Cabanes

According to our database, Guénaël Cabanes authored at least 48 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites.

Victor Hoffmann, Ilias Nahmed, Parisa Rastin, Guénaël Cabanes, Julien Boisse

CoRR, 2023

Multi-view Clustering using Barycentric Coordinate Representation.

Xiaotong Qian, Lili Jin, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu

Proceedings of the International Joint Conference on Neural Networks, 2023

2021

Unsupervised collaborative learning based on Optimal Transport theory.

Fatima Ezzahraa Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani

J. Intell. Syst., 2021

On the use of Wasserstein metric in topological clustering of distributional data.

Guénaël Cabanes, Younès Bennani, Rosanna Verde, Antonio Irpino

CoRR, 2021

Incorporating Neighborhood Information During NMF Learning.

Michel Kaddouh, Guénaël Cabanes, Younès Bennani

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Subspace Guided Collaborative Clustering Based on Optimal Transport.

Fatima Ezzahraa Ben Bouazza, Younès Bennani, Abdelfettah Touzani, Guénaël Cabanes

Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Collaborative Clustering Through Optimal Transport.

Fatima Ezzahraa Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

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

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

Study on the Influence of Diversity and Quality in Entropy Based Collaborative Clustering.

Jérémie Sublime, Guénaël Cabanes, Basarab Matei

Entropy, 2019

Deepness Analysis of Learned Factors in Multilayer NMF.

Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Abdelfettah Touzani

Aust. J. Intell. Inf. Process. Syst., 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

Generative Histogram-Based Model Using Unsupervised Learning.

Parisa Rastin, Guénaël Cabanes, Rosanna Verde, Younès Bennani, Thierry Couronne

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Détection de changement dans les profils en ligne d'utilisateurs.

Parisa Rastin, Basarab Matei, Guénaël Cabanes

Proceedings of the Extraction et Gestion des connaissances, 2019

Apprentissage non-supervisé relationnel dans l'espace des coordonnées barycentriques.

Parisa Rastin, Basarab Matei, Guénaël Cabanes

Proceedings of the Extraction et Gestion des connaissances, 2019

2018

Learning Useful Representations Through Stacked Self-Organizing Maps.

Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Basarab Matei

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Online Semi-supervised Growing Neural Gas for Multi-label Data Classification.

Samira Boulbazine, Guénaël Cabanes, Basarab Matei, Younès Bennani

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Change Detection in Individual Users' Behavior.

Parisa Rastin, Guénaël Cabanes, Basarab Matei, Jean-Marc Marty

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Entropy based probabilistic collaborative clustering.

Jérémie Sublime, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols

Pattern Recognit., 2017

Signal-based autonomous clustering for relational data.

Parisa Rastin, Basarab Matei, Guénaël Cabanes, Ibtissame El Baghdadi

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Improved sparse prototyping for relational K-means.

Safouane Cherki, Parisa Rastin, Guénaël Cabanes, Basarab Matei

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Automated topological co-clustering using fuzzy features partition.

Nistor Grozavu, Guénaël Cabanes, Hatim Chahdi, Nicoleta Rogovschi

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A New Clustering Algorithm for Dynamic Data.

Parisa Rastin, Tong Zhang, Guénaël Cabanes

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

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

Collaborative Clustering: How to Select the Optimal Collaborators?

Parisa Rastin, Guénaël Cabanes, Nistor Grozavu, Younès Bennani

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

VHR satellite image segmentation based on topological unsupervised learning.

Nistor Grozavu, Nicoleta Rogovschi, Guénaël Cabanes, Andres Troya-Galvis, Pierre Gançarski

Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

2014

Diversity analysis in collaborative clustering.

Nistor Grozavu, Guénaël Cabanes, Younès Bennani

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

A new topological clustering algorithm for interval data.

Guénaël Cabanes, Younès Bennani, Renaud Destenay, André Hardy

Pattern Recognit., 2013

Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud.

Guénaël Cabanes, Younès Bennani, Nistor Grozavu

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012

Enriched topological learning for cluster detection and visualization.

Guénaël Cabanes, Younès Bennani, Dominique Fresneau

Neural Networks, 2012

Change detection in data streams through unsupervised learning.

Guénaël Cabanes, Younès Bennani

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Coupling clustering and visualization for knowledge discovery from data.

Guénaël Cabanes, Younès Bennani

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining.

Guénaël Cabanes, Younès Bennani, Dominique Fresneau

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Visualisation de l'intra et inter structure des groupes en classification non supervisée.

Guénaël Cabanes, Younès Bennani

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Apprendre les contraintes topologiques dans les cartes auto-organisatrices.

Guénaël Cabanes, Younès Bennani

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010

Mining RFID Behavior Data using Unsupervised Learning.

Guénaël Cabanes, Younès Bennani, Dominique Fresneau

Int. J. Appl. Logist., 2010

Unsupervised Topographic Learning for Spatiotemporal Data Mining.

Guénaël Cabanes, Younès Bennani

Adv. Artif. Intell., 2010

Learning Topological Constraints in Self-Organizing Map.

Guénaël Cabanes, Younès Bennani

Proceedings of the Neural Information Processing. Models and Applications, 2010

Comparaisons structurelles de grandes bases de données par apprentissage non-supervisé.

Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

2009

Modeling Ant Activity by Means of Structured HMMs.

Guénaël Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

A HMM-Based Approach to Modeling Ant Behavior.

Guénaël Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana

Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

Comparing Large Datasets Structures through Unsupervised Learning.

Guénaël Cabanes, Younès Bennani

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning.

Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël

Proceedings of the International Conference on Machine Learning and Applications, 2009

Exploration de données de traçabilité issues de la RFID par apprentissage non-supervisé.

Guénaël Cabanes, Younès Bennani, Dominique Fresneau

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

2008

Topographic Connectionist Unsupervised Learning for RFID Behavior Data Mining.

Guénaël Cabanes, Younès Bennani, Claire Chartagnat, Dominique Fresneau

Proceedings of the RFID Technology - Concepts, Applications, Challenges, Proceedings of the 2nd International Workshop on RFID Technology, 2008

A local density-based simultaneous two-level algorithm for topographic clustering.

Guénaël Cabanes, Younès Bennani

Proceedings of the International Joint Conference on Neural Networks, 2008

Un algorithme de classification topographique non supervisée à deux niveaux simultanés.

Guénaël Cabanes, Younès Bennani

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

2007

A simultaneous two-level clustering algorithm for automatic model selection.

Guénaël Cabanes, Younès Bennani

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007