| 2025 | EUSFLAT | Towards Probabilistic Entropies for Interval Valued Fuzzy Sets. | Christophe Marsala, Bernadette Bouchon-Meunier |
| 2025 | KES | A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in Text. | Jrmie Pantin, Christophe Marsala |
| 2024 | IPMU | Interpreting Fuzzy Decision Trees with Probability-Possibility Mixtures. | Didier Dubois, Romain Guillaume, Christophe Marsala, Agns Rico |
| 2023 | ECSQARU | Adding Semantics to Fuzzy Similarity Measures Through the d-Choquet Integral. | Christophe Marsala, Davide Petturiti, Barbara Vantaggi |
| 2023 | EUSFLAT | Splitting Rules for Monotone Fuzzy Decision Trees. | Christophe Marsala, Davide Petturiti |
| 2023 | EUSFLAT | Norms and Discrete Choquet Integrals Induced by Submodular Fuzzy Measures: A Discussion. | Agns Rico, Marie-Jeanne Lesot, Christophe Marsala |
| 2022 | ICCBR | Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer. | Fadi Badra, Marie-Jeanne Lesot, Aman Barakat, Christophe Marsala |
| 2022 | IJCNN | Harmonic Decomposition to Estimate Periodic Signals using Machine Learning Algorithms: Application to Helicopter Loads. | Caroline Del Cistia Gallimard, Frederic Beroul, Julien Denoulet, Konstanca Nikolajevic, Andra Pinna, Bertrand Granado, Christophe Marsala |
| 2022 | IPMU | Integrating Prior Knowledge in Post-hoc Explanations. | Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki |
| 2022 | IPMU | Attribute Ranking with Bipolar Information. | Christophe Marsala |
| 2021 | EUSFLAT | Interpretable Monotonicities for Entropies of Intuitionistic Fuzzy Sets or Interval-valued Fuzzy Sets. | Christophe Marsala, Bernadette Bouchon-Meunier |
| 2020 | IPMU | Polar Representation of Bipolar Information: A Case Study to Compare Intuitionistic Entropies. | Christophe Marsala, Bernadette Bouchon-Meunier |
| 2019 | IJCAI | The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. | Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki |
| 2018 | IJCNN | Physiological-Based Emotion Detection and Recognition in a Video Game Context. | Wenlu Yang, Maria Rifqi, Christophe Marsala, Andra Pinna |
| 2018 | IPMU | Entropy and Monotonicity. | Bernadette Bouchon-Meunier, Christophe Marsala |
| 2018 | IPMU | Comparison-Based Inverse Classification for Interpretability in Machine Learning. | Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki |
| 2018 | IPMU | A 2D-Approach Towards the Detection of Distress Using Fuzzy K-Nearest Neighbor. | Daniel Machanje, Joseph Onderi Orero, Christophe Marsala |
| 2018 | SMC | Mining 3D-Structures: Subparts Extraction and Transfer Learning. | Franois Meunier, Christophe Marsala, Laurent Castanie |
| 2017 | IDA | Droplet Ensemble Learning on Drifting Data Streams. | Pierre-Xavier Loeffel, Albert Bifet, Christophe Marsala, Marcin Detyniecki |
| 2016 | ESANN | Memory management for data streams subject to concept drift. | Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki |
| 2016 | ICDM | Improving the Prediction Cost of Drift Handling Algorithms by Abstaining. | Pierre-Xavier Loeffel, Vincent Lemaire, Christophe Marsala, Marcin Detyniecki |
| 2016 | IPMU | Proximal Optimization for Fuzzy Subspace Clustering. | Arthur Guillon, Marie-Jeanne Lesot, Christophe Marsala, Nikhil R. Pal |
| 2015 | DSAA | Classification with a reject option under Concept Drift: The Droplets algorithm. | Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki |
| 2013 | ECSQARU | Hierarchical Model for Rank Discrimination Measures. | Christophe Marsala, Davide Petturiti |
| 2013 | EUSFLAT | Monotone Classification with Decision Trees. | Christophe Marsala, Davide Petturiti |
| 2012 | ICDM | An Ellipsoidal K-Means for Document Clustering. | Fabon Dzogang, Christophe Marsala, Marie-Jeanne Lesot, Maria Rifqi |
| 2011 | BPM | Interval Logic for Design and Maintenance of Complex Event Processing Systems - (Short Paper). | Jean-Ren Coffi, Nicolas Museux, Christophe Marsala |
| 2009 | CIDM | Data mining with ensembles of fuzzy decision trees. | Christophe Marsala |
| 2009 | CSEDU | An Intelligent Assistant to Support Students and to Prevent them from Dropout. | Tri Duc Tran, Bernadette Bouchon-Meunier, Christophe Marsala, Georges-Marie Putois |
| 2009 | ECIR | Exploiting Visual Concepts to Improve Text-Based Image Retrieval. | Sabrina Tollari, Marcin Detyniecki, Christophe Marsala, Ali Fakeri-Tabrizi, Massih-Reza Amini, Patrick Gallinari |
| 2009 | EUSFLAT | Fuzzy Analogical Model of Adaptation for Case-Based Reasoning. | Bernadette Bouchon-Meunier, Christophe Marsala, Maria Rifqi |
| 2009 | ICIG | Goalmouth Detection in Field-Ball Game Video Using Fuzzy Decision Tree. | Jiang Bu, Songyang Lao, Liang Bai, Sabrina Tollari, Christophe Marsala |
| 2008 | ISKE | Fuzzy inductive learning: Principles and applications in data mining. | Bernadette Bouchon-Meunier, Christophe Marsala |
| 2007 | EUSFLAT | Forest of Fuzzy Decision Trees and Their Application in Video Mining. | Marcin Detyniecki, Christophe Marsala |
| 2006 | FQAS | Discrimination-Based Criteria for the Evaluation of Classifiers. | Thanh Ha Dang, Christophe Marsala, Bernadette Bouchon-Meunier, Alain Boucher |
| 2003 | EUSFLAT | Fuzzy data mining for video. | Christophe Marsala, Marcin Detyniecki |
| 2001 | EUSFLAT | Fuzzy inductive learning for multimedia mining. | Marcin Detyniecki, Christophe Marsala |
| 2000 | FQAS | Construction of Fuzzy Classes by Fuzzy Partitioning. | Christophe Marsala, Bernadette Bouchon-Meunier |
| 1999 | EUSFLAT | Fuzzy deductive reasoning and analogical scheme. | Bernadette Bouchon-Meunier, J. Delechamp, Christophe Marsala, Radko Mesiar, Maria Rifqi |
| 1998 | FQAS | Application of Fuzzy Rule Induction to Data Mining. | Christophe Marsala |