| 2026 | ESANN | Alignment of Islamic Legal Texts. | Hazim Baroudi, Wassim Ammar, Farid Bouchiba, Shadha Karoumi Marmardji, Christian Mueller, Fabrice Rossi |
| 2026 | ESANN | Deobfuscation as a GNN-Based Graph-Edit Problem by Reinforcement Learning. | Roxane Cohen, Robin David, Samuel Hangout, Florian Yger, Fabrice Rossi |
| 2026 | ESANN | Time Series Forecasting in the Presence of Explosive Bubbles. | Julien Peignon, Fabrice Rossi, Arthur Thomas |
| 2025 | DIMVA | Experimental Study of Binary Diffing Resilience on Obfuscated Programs. | Roxane Cohen, Robin David, Riccardo Mori, Florian Yger, Fabrice Rossi |
| 2022 | ACML | On the expressivity of bi-Lipschitz normalizing flows. | Alexandre Verine, Benjamin Ngrevergne, Yann Chevaleyre, Fabrice Rossi |
| 2022 | ESANN | Challenges in anomaly and change point detection. | Madalina Olteanu, Fabrice Rossi, Florian Yger |
| 2021 | ESANN | Sparse mixture of von Mises-Fisher distribution. | Florian Barbaro, Fabrice Rossi |
| 2021 | ESANN | Federated Learning - Methods, Applications and beyond. | Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif |
| 2021 | KES | Improved Algorithm for the Network Alignment Problem with Application to Binary Diffing. | Elie Mengin, Fabrice Rossi |
| 2017 | ESANN | Accelerating stochastic kernel SOM. | Jrme Mariette, Fabrice Rossi, Madalina Olteanu, Nathalie Villa-Vialaneix |
| 2015 | ESANN | Exact ICL maximization in a non-stationary time extension of latent block model for dynamic networks. | Marco Corneli, Pierre Latouche, Fabrice Rossi |
| 2015 | ESANN | Graphs in machine learning. An introduction. | Pierre Latouche, Fabrice Rossi |
| 2015 | ESANN | Using the Mean Absolute Percentage Error for Regression Models. | Arnaud De Myttenaere, Boris Golden, Bndicte Le Grand, Fabrice Rossi |
| 2015 | ESANN | Reducing offline evaluation bias of collaborative filtering. | Arnaud De Myttenaere, Boris Golden, Bndicte Le Grand, Fabrice Rossi |
| 2015 | ESANN | Search Strategies for Binary Feature Selection for a Naive Bayes Classifier. | Tsirizo Rabenoro, Jrme Lacaille, Marie Cottrell, Fabrice Rossi |
| 2014 | IJCNN | Anomaly detection based on indicators aggregation. | Tsirizo Rabenoro, Jrme Lacaille, Marie Cottrell, Fabrice Rossi |
| 2013 | ESANN | Regularization in relevance learning vector quantization using l1-norms. | Martin Riedel, Fabrice Rossi, Marika Kstner, Thomas Villmann |
| 2013 | ESANN | Activity Date Estimation in Timestamped Interaction Networks. | Fabrice Rossi, Pierre Latouche |
| 2012 | ESANN | Dissimilarity Clustering by Hierarchical Multi-Level Refinement. | Brieuc Conan-Guez, Fabrice Rossi |
| 2012 | ESANN | A Discussion on Parallelization Schemes for Stochastic Vector Quantization Algorithms. | Matthieu Durut, Benot Patra, Fabrice Rossi |
| 2012 | ESANN | modularity-based clustering for network-constrained trajectories. | Mohamed Khalil El Mahrsi, Fabrice Rossi |
| 2012 | ICDM | A Triclustering Approach for Time Evolving Graphs. | Romain Guigours, Marc Boull, Fabrice Rossi |
| 2011 | ESANN | Hierarchical clustering for graph visualization. | Stphan Clmenon, Hctor de Arazoza, Fabrice Rossi, Viet-Chi Tran |
| 2011 | ESANN | Communication Challenges in Cloud K-means. | Fabrice Rossi, Matthieu Durut |
| 2011 | ESANN | Seeing is believing: The importance of visualization in real-world machine learning applications. | Alfredo Vellido, Jos David Martn-Guerrero, Fabrice Rossi, Paulo J. G. Lisboa |
| 2011 | IWANN | Visual Mining of Epidemic Networks. | Stphan Clmenon, Hctor de Arazoza, Fabrice Rossi, Viet-Chi Tran |
| 2010 | SAC | Spatiotemporal sampling for trajectory streams. | Mohamed Khalil El Mahrsi, Christine Potier, Georges Hbrail, Fabrice Rossi |
| 2009 | ESANN | Simultaneous Clustering and Segmentation for Functional Data. | Bernard Hugueney, Georges Hbrail, Yves Lechevallier, Fabrice Rossi |
| 2009 | ESANN | Supervised variable clustering for classification of NIR spectra. | Catherine Krier, Damien Franois, Fabrice Rossi, Michel Verleysen |
| 2009 | ESANN | Topologically Ordered Graph Clustering via Deterministic Annealing. | Fabrice Rossi, Nathalie Villa |
| 2008 | ESANN | Consistency of Derivative Based Functional Classifiers on Sampled Data. | Fabrice Rossi, Nathalie Villa |
| 2007 | ESANN | Feature clustering and mutual information for the selection of variables in spectral data. | Catherine Krier, Damien Franois, Fabrice Rossi, Michel Verleysen |
| 2007 | ESANN | Model collisions in the dissimilarity SOM. | Fabrice Rossi |
| 2007 | ISDA | Construction and Analysis of Evolving Data Summaries: An Application on Web Usage Data. | Alzennyr Da Silva, Yves Lechevallier, Fabrice Rossi, Francisco de A. T. de Carvalho |
| 2007 | IWANN | Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound. | Brieuc Conan-Guez, Fabrice Rossi |
| 2006 | ESANN | LS-SVM functional network for time series prediction. | Tuomas Krn, Fabrice Rossi, Amaury Lendasse |
| 2006 | ESANN | Visual Data Mining and Machine Learning. | Fabrice Rossi |
| 2006 | ICANN | A Functional Approach to Variable Selection in Spectrometric Problems. | Fabrice Rossi, Damien Franois, Vincent Wertz, Michel Verleysen |
| 2005 | ESANN | Usage Guided Clustering of Web Pages with the Median Self Organizing Map. | Fabrice Rossi, Acha El Golli, Yves Lechevallier |
| 2005 | ESANN | Support Vector Machine For Functional Data Classification. | Nathalie Villa, Fabrice Rossi |
| 2004 | ESANN | Functional radial basis function networks. | Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen |
| 2004 | ESANN | Functional preprocessing for multilayer perceptrons. | Fabrice Rossi, Brieuc Conan-Guez |
| 2004 | ESANN | Clustering functional data with the SOM algorithm. | Fabrice Rossi, Brieuc Conan-Guez, Acha El Golli |
| 2002 | ESANN | Theoretical properties of functional Multi Layer Perceptrons. | Fabrice Rossi, Brieuc Conan-Guez, Franois Fleuret |
| 2002 | ICANN | Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach. | Brieuc Conan-Guez, Fabrice Rossi |
| 1994 | ICTAI | NSK, an Object-Oriented Simulator Kernel for Arbitrary Feedforward Neural Networks. | Cdric Ggout, Bernard Girau, Fabrice Rossi |