| 2024 | IJCNN | Incremental Multi-view Clustering using Barycentric Coordinate Representation. | Xiaotong Qian, Gunal Cabanes, Parisa Rastin, Nistor Grozavu |
| 2023 | IJCNN | Multi-view Clustering using Barycentric Coordinate Representation. | Xiaotong Qian, Lili Jin, Gunal Cabanes, Parisa Rastin, Nistor Grozavu |
| 2021 | ICONIP | Incorporating Neighborhood Information During NMF Learning. | Michel Kaddouh, Gunal Cabanes, Youns Bennani |
| 2020 | ICANN | Collaborative Clustering Through Optimal Transport. | Fatima Ezzahraa Ben Bouazza, Youns Bennani, Gunal Cabanes, Abdelfettah Touzani |
| 2019 | ICONIP | Generative Histogram-Based Model Using Unsupervised Learning. | Parisa Rastin, Gunal Cabanes, Rosanna Verde, Youns Bennani, Thierry Couronne |
| 2018 | ICANN | Change Detection in Individual Users' Behavior. | Parisa Rastin, Gunal Cabanes, Basarab Matei, Jean-Marc Marty |
| 2018 | IJCNN | Online Semi-supervised Growing Neural Gas for Multi-label Data Classification. | Samira Boulbazine, Gunal Cabanes, Basarab Matei, Youns Bennani |
| 2018 | IJCNN | Learning Useful Representations Through Stacked Self-Organizing Maps. | Ibtissam Brahmi, Gunal Cabanes, Youns Bennani, Basarab Matei |
| 2017 | IJCNN | Signal-based autonomous clustering for relational data. | Parisa Rastin, Basarab Matei, Gunal Cabanes, Ibtissame El Baghdadi |
| 2016 | ICONIP | A New Clustering Algorithm for Dynamic Data. | Parisa Rastin, Tong Zhang, Gunal Cabanes |
| 2016 | IJCNN | Automated topological co-clustering using fuzzy features partition. | Nistor Grozavu, Gunal Cabanes, Hatim Chahdi, Nicoleta Rogovschi |
| 2015 | MVA | VHR satellite image segmentation based on topological unsupervised learning. | Nistor Grozavu, Nicoleta Rogovschi, Gunal Cabanes, Andres Troya-Galvis, Pierre Ganarski |
| 2014 | IJCNN | Diversity analysis in collaborative clustering. | Nistor Grozavu, Gunal Cabanes, Youns Bennani |
| 2013 | ICDM | Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud. | Gunal Cabanes, Youns Bennani, Nistor Grozavu |
| 2012 | IJCNN | Change detection in data streams through unsupervised learning. | Gunal Cabanes, Youns Bennani |
| 2011 | ICONIP | A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining. | Gunal Cabanes, Youns Bennani, Dominique Fresneau |
| 2011 | IJCNN | Coupling clustering and visualization for knowledge discovery from data. | Gunal Cabanes, Youns Bennani |
| 2010 | ICONIP | Learning Topological Constraints in Self-Organizing Map. | Gunal Cabanes, Youns Bennani |
| 2009 | ICMLA | Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning. | Gunal Cabanes, Youns Bennani, Frdric Dufau-Jol |
| 2009 | ICONIP | Comparing Large Datasets Structures through Unsupervised Learning. | Gunal Cabanes, Youns Bennani |
| 2009 | ISMIS | Modeling Ant Activity by Means of Structured HMMs. | Gunal Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana |
| 2008 | IJCNN | A local density-based simultaneous two-level algorithm for topographic clustering. | Gunal Cabanes, Youns Bennani |
| 2007 | ICMLA | A simultaneous two-level clustering algorithm for automatic model selection. | Gunal Cabanes, Youns Bennani |