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ORCIDGuénaël Cabanes
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Journal Articles
- 2021
[j12]Fatima Ezzahraa Ben Bouazza, Younès Bennani
, Guénaël Cabanes, Abdelfettah Touzani:
Unsupervised collaborative learning based on Optimal Transport theory. J. Intell. Syst. 30(1): 698-719 (2021)- 2019
- [j11]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): 1-9 (2019) - [j10]Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Abdelfettah Touzani:
Deepness Analysis of Learned Factors in Multilayer NMF. Aust. J. Intell. Inf. Process. Syst. 16(4): 24-31 (2019) - [j9]Jérémie Sublime, Guénaël Cabanes, Basarab Matei:
Study on the Influence of Diversity and Quality in Entropy Based Collaborative Clustering. Entropy 21(10): 951 (2019) - [j8]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): 149-165 (2019) - [j7]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: 291-307 (2019) - 2017
- [j6]Jérémie Sublime, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols:
Entropy based probabilistic collaborative clustering. Pattern Recognit. 72: 144-157 (2017) - 2015
- [j5]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): 245-256 (2015) - 2013
- [j4]Guénaël Cabanes, Younès Bennani, Renaud Destenay, André Hardy:
A new topological clustering algorithm for interval data. Pattern Recognit. 46(11): 3030-3039 (2013) - 2012
- [j3]Guénaël Cabanes, Younès Bennani, Dominique Fresneau:
Enriched topological learning for cluster detection and visualization. Neural Networks 32: 186-195 (2012) - 2010
- [j2]Guénaël Cabanes, Younès Bennani:
Unsupervised Topographic Learning for Spatiotemporal Data Mining. Adv. Artif. Intell. 2010: 832542:1-832542:12 (2010) - [j1]Guénaël Cabanes, Younès Bennani, Dominique Fresneau:
Mining RFID Behavior Data using Unsupervised Learning. Int. J. Appl. Logist. 1(1): 28-47 (2010)
Conference and Workshop Papers
- 2024
- [c36]Xiaotong Qian, Lili Jin, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu:
Clustering Multi-Vues en utilisant la Représentation des Coordonnées Barycentriques. EGC 2024: 353-360 - [c35]Xiaotong Qian, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu:
Incremental Multi-view Clustering using Barycentric Coordinate Representation. IJCNN 2024: 1-8 - 2023
- [c34]Xiaotong Qian, Lili Jin, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu:
Multi-view Clustering using Barycentric Coordinate Representation. IJCNN 2023: 1-8 - 2021
- [c33]Michel Kaddouh, Guénaël Cabanes, Younès Bennani:
Incorporating Neighborhood Information During NMF Learning. ICONIP (5) 2021: 591-598 - 2020
- [c32]Fatima Ezzahraa Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani:
Collaborative Clustering Through Optimal Transport. ICANN (2) 2020: 873-885 - [c31]Fatima Ezzahraa Ben Bouazza, Younès Bennani, Abdelfettah Touzani, Guénaël Cabanes:
Subspace Guided Collaborative Clustering Based on Optimal Transport. SoCPaR 2020: 113-124 - 2019
- [c30]Parisa Rastin, Basarab Matei, Guénaël Cabanes:
Apprentissage non-supervisé relationnel dans l'espace des coordonnées barycentriques. EGC 2019: 413-418 - [c29]Parisa Rastin, Basarab Matei, Guénaël Cabanes:
Détection de changement dans les profils en ligne d'utilisateurs. EGC 2019: 419-424 - [c28]Parisa Rastin, Guénaël Cabanes, Rosanna Verde, Younès Bennani, Thierry Couronne:
Generative Histogram-Based Model Using Unsupervised Learning. ICONIP (3) 2019: 634-646 - 2018
- [c27]Parisa Rastin, Guénaël Cabanes, Basarab Matei, Jean-Marc Marty:
Change Detection in Individual Users' Behavior. ICANN (2) 2018: 501-510 - [c26]Samira Boulbazine, Guénaël Cabanes, Basarab Matei, Younès Bennani:
Online Semi-supervised Growing Neural Gas for Multi-label Data Classification. IJCNN 2018: 1-8 - [c25]Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani, Basarab Matei:
Learning Useful Representations Through Stacked Self-Organizing Maps. IJCNN 2018: 1-8 - 2017
- [c24]Parisa Rastin, Basarab Matei, Guénaël Cabanes, Ibtissame El Baghdadi:
Signal-based autonomous clustering for relational data. IJCNN 2017: 4103-4110 - 2016
- [c23]Parisa Rastin, Tong Zhang, Guénaël Cabanes:
A New Clustering Algorithm for Dynamic Data. ICONIP (3) 2016: 175-182 - [c22]Nistor Grozavu, Guénaël Cabanes, Hatim Chahdi, Nicoleta Rogovschi:
Automated topological co-clustering using fuzzy features partition. IJCNN 2016: 2638-2645 - [c21]Safouane Cherki, Parisa Rastin, Guénaël Cabanes, Basarab Matei:
Improved sparse prototyping for relational K-means. SSCI 2016: 1-8 - 2015
- [c20]Nistor Grozavu, Nicoleta Rogovschi, Guénaël Cabanes, Andres Troya-Galvis, Pierre Gançarski:
VHR satellite image segmentation based on topological unsupervised learning. MVA 2015: 543-546 - [c19]Parisa Rastin, Guénaël Cabanes, Nistor Grozavu, Younès Bennani:
Collaborative Clustering: How to Select the Optimal Collaborators? SSCI 2015: 787-794 - 2014
- [c18]Nistor Grozavu, Guénaël Cabanes, Younès Bennani:
Diversity analysis in collaborative clustering. IJCNN 2014: 1754-1761 - 2013
- [c17]Guénaël Cabanes, Younès Bennani, Nistor Grozavu:
Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud. ICDM Workshops 2013: 513-520 - 2012
- [c16]Guénaël Cabanes, Younès Bennani:
Change detection in data streams through unsupervised learning. IJCNN 2012: 1-6 - 2011
- [c15]Guénaël Cabanes, Younès Bennani:
Apprendre les contraintes topologiques dans les cartes auto-organisatrices. EGC 2011: 137-148 - [c14]Guénaël Cabanes, Younès Bennani:
Visualisation de l'intra et inter structure des groupes en classification non supervisée. EGC 2011: 479-490 - [c13]Guénaël Cabanes, Younès Bennani, Dominique Fresneau:
A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining. ICONIP (2) 2011: 745-752 - [c12]Guénaël Cabanes, Younès Bennani:
Coupling clustering and visualization for knowledge discovery from data. IJCNN 2011: 2127-2134 - 2010
- [c11]Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël:
Comparaisons structurelles de grandes bases de données par apprentissage non-supervisé. EGC 2010: 115-120 - [c10]Guénaël Cabanes, Younès Bennani:
Learning Topological Constraints in Self-Organizing Map. ICONIP (2) 2010: 367-374 - 2009
- [c9]Guénaël Cabanes, Younès Bennani, Dominique Fresneau:
Exploration de données de traçabilité issues de la RFID par apprentissage non-supervisé. EGC 2009: 451-452 - [c8]Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël:
Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning. ICMLA 2009: 372-377 - [c7]Guénaël Cabanes, Younès Bennani:
Comparing Large Datasets Structures through Unsupervised Learning. ICONIP (1) 2009: 546-553 - [c6]Guénaël Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana:
A HMM-Based Approach to Modeling Ant Behavior. IICAI 2009: 2127-2139 - [c5]Guénaël Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana:
Modeling Ant Activity by Means of Structured HMMs. ISMIS 2009: 341-350 - 2008
- [c4]Guénaël Cabanes, Younès Bennani:
Un algorithme de classification topographique non supervisée à deux niveaux simultanés. EGC 2008: 619-630 - [c3]Guénaël Cabanes, Younès Bennani:
A local density-based simultaneous two-level algorithm for topographic clustering. IJCNN 2008: 1176-1182 - [c2]Guénaël Cabanes, Younès Bennani, Claire Chartagnat, Dominique Fresneau:
Topographic Connectionist Unsupervised Learning for RFID Behavior Data Mining. IWRT 2008: 63-72 - 2007
- [c1]Guénaël Cabanes, Younès Bennani:
A simultaneous two-level clustering algorithm for automatic model selection. ICMLA 2007: 316-321
Informal and Other Publications
- 2023
- [i2]Victor Hoffmann, Ilias Nahmed, Parisa Rastin, Guénaël Cabanes, Julien Boisse:
Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites. CoRR abs/2310.15188 (2023) - 2021
- [i1]Guénaël Cabanes, Younès Bennani, Rosanna Verde, Antonio Irpino:
On the use of Wasserstein metric in topological clustering of distributional data. CoRR abs/2109.04301 (2021)
Coauthor Index
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