| 2026 | ACL | PUMA: Projected Universal Multilingual ASR for Low-Resource Settings. Application to Diverse African Languages. | Ilyes Oukid, Bilal Faye, Hanane Azzag, Mustapha Lebbah, Said Yacine Boulahia |
| 2025 | EMNLP | Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification. | Quang Anh Nguyen, Nadi Tomeh, Mustapha Lebbah, Thierry Charnois, Hanane Azzag |
| 2025 | ESANN | Performance monitoring and wear comprehension through Neural Network. | Thomas Binet, Hanane Azzag, Mustapha Lebbah, Jrme Lacaille |
| 2024 | ESANN | Lightweight Cross-Modal Representation Learning. | Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra |
| 2024 | ESANN | From Data to Simulation: Capturing Aircraft Engine Degradation Dynamics. | Abdellah Madane, Florent Forest, Hanane Azzag, Mustapha Lebbah, Jrme Lacaille |
| 2024 | ICIP | Adaptative Context Normalization: A Boost for Deep Learning in Image Processing. | Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra |
| 2024 | IJCAI | AESim: A Data-Driven Aircraft Engine Simulator. | Abdellah Madane, Florent Forest, Hanane Azzag, Mustapha Lebbah, Jrme Lacaille |
| 2024 | IJCNN | UAN: Unsupervised Adaptive Normalization. | Bilal Faye, Hanane Azzag, Mustapha Lebbah, Fangchen Fang |
| 2024 | IJCNN | One-Pass Generation of Multivariate Time Series through Conditional Multivariate Modeling. | Abdellah Madane, Florent Forest, Hanane Azzag, Mustapha Lebbah, Jrme Lacaille |
| 2023 | ICDM | Context Normalization Layer with Applications. | Bilal Faye, Hanane Azzag, Mustapha Lebbah, Mohamed Djallel Dilmi, Djamel Bouchaffra |
| 2023 | PAKDD | Selecting the Number of Clusters K with a Stability Trade-off: An Internal Validation Criterion. | Alex Mourer, Florent Forest, Mustapha Lebbah, Hanane Azzag, Jrme Lacaille |
| 2021 | ESANN | Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System Validation. | tienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loc Giraldi, Anthony Coutant |
| 2020 | ICPR | An Invariance-guided Stability Criterion for Time Series Clustering Validation. | Florent Forest, Alex Mourer, Mustapha Lebbah, Hanane Azzag, Jrme Lacaille |
| 2019 | PAKDD | Algorithms for an Efficient Tensor Biclustering. | Andriantsiory Dina Faneva, Mustapha Lebbah, Hanane Azzag, Gal Beck |
| 2019 | PAKDD | Deep Architectures for Joint Clustering and Visualization with Self-organizing Maps. | Florent Forest, Mustapha Lebbah, Hanane Azzag, Jrme Lacaille |
| 2018 | IJCNN | Hierarchical Laplacian Score for unsupervised feature selection. | Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah |
| 2016 | KES | CL-AntInc Algorithm for Clustering Binary Data Streams Using the Ants Behavior. | Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa |
| 2015 | CEC | How to use ants for data stream clustering. | Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa |
| 2015 | ICONIP | Clustering of Binary Data Sets Using Artificial Ants Algorithm. | Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa |
| 2015 | IJCNN | Growing Hierarchical Trees for Data Stream clustering and visualization. | Nhat-Quang Doan, Mohammed Ghesmoune, Hanane Azzag, Mustapha Lebbah |
| 2014 | ICONIP | Feature Group Weighting and Topological Biclustering. | Tugdual Sarazin, Mustapha Lebbah, Hanane Azzag, Amine Chaibi |
| 2013 | IJCNN | A new bi-clustering approach using topological maps. | Amine Chaibi, Mustapha Lebbah, Hanane Azzag |
| 2013 | IJCNN | Self-organizing trees for visualizing protein dataset. | Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah, Guillaume Santini |
| 2013 | IV | A New Visualization of Group-Outliers in Unsupervised Learning. | Amine Chaibi, Mustapha Lebbah, Hanane Azzag |
| 2012 | ESANN | Automatic Group-Outlier Detection. | Amine Chaibi, Hanane Azzag, Mustapha Lebbah |
| 2012 | ICANN | Self-Organizing Map and Tree Topology for Graph Summarization. | Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah |
| 2012 | ICONIP | Novelty Detection Using a New Group Outlier Factor. | Amine Chaibi, Mustapha Lebbah, Hanane Azzag |
| 2012 | IJCNN | Growing Self-organizing Trees for knowledge discovery from data. | Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah |
| 2012 | IV | Graph Decomposition Using Self-organizing Trees. | Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah |
| 2011 | GECCO | A cooperative biomimetic approach for high dimensional data mining. | Lydia Boudjeloud, Hanane Azzag |
| 2010 | ICONIP | Topological Hierarchical Tree Using Artificial Ants. | Mustapha Lebbah, Hanane Azzag |
| 2008 | ESANN | Clustering of Self-Organizing Map. | Hanane Azzag, Mustapha Lebbah |
| 2007 | ICTAI | Incremental Construction of Neighborhood Graphs Using the Ants Self-Assembly Behavior. | Julien Lavergne, Hanane Azzag, Christiane Guinot, Gilles Venturini |
| 2007 | WWW | On building graphs of documents with artificial ants. | Hanane Azzag, Julien Lavergne, Christiane Guinot, Gilles Venturini |