| 2026 | ICAART | Case-Based Prediction Using a Continuous Compatibility Measure. | Chunyang Fan, Fadi Badra, Marie-Jeanne Lesot |
| 2025 | EMNLP | Towards Achieving Concept Completeness for Textual Concept Bottleneck Models. | Milan Bhan, Yann Choho, Jean-Nol Vittaut, Nicolas Chesneau, Pierre Moreau, Marie-Jeanne Lesot |
| 2025 | IJCAI | EnergyCompress: A General Case Base Learning Strategy. | Fadi Badra, Esteban Marquer, Marie-Jeanne Lesot, Miguel Couceiro, David Leake |
| 2024 | EMNLP | Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations. | Milan Bhan, Jean-Nol Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot |
| 2024 | IPMU | COPILS: COmParIson of Linguistic Summaries. | Grgory Smits, Marie-Jeanne Lesot |
| 2024 | PRIMA | An Action Language-Based Formalisation of an Abstract Argumentation Framework. | Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Catherine Pelachaud, Marie-Jeanne Lesot |
| 2024 | SAC | CADI: Contextual Anomaly Detection using an Isolation-Forest. | Vronne Yepmo, Grgory Smits, Marie-Jeanne Lesot, Olivier Pivert |
| 2023 | EUSFLAT | Norms and Discrete Choquet Integrals Induced by Submodular Fuzzy Measures: A Discussion. | Agns Rico, Marie-Jeanne Lesot, Christophe Marsala |
| 2023 | FQAS | Diversifying Top-k Answers in a Query by Example Setting. | Grgory Smits, Marie-Jeanne Lesot, Olivier Pivert, Marek Z. Reformat |
| 2023 | ICCBR | Less is Better: An Energy-Based Approach to Case Base Competence. | Esteban Marquer, Fadi Badra, Marie-Jeanne Lesot, Miguel Couceiro, David Leake |
| 2023 | IJCAI | Some Perspectives on Similarity Learning for Case-Based Reasoning and Analogical Transfer. | Fadi Badra, Marie-Jeanne Lesot, Esteban Marquer, Miguel Couceiro |
| 2023 | IUI | Investigating the Intelligibility of Plural Counterfactual Examples for Non-Expert Users: an Explanation User Interface Proposition and User Study. | Clara Bove, Marie-Jeanne Lesot, Charles Albert Tijus, Marcin Detyniecki |
| 2022 | ICCBR | CoAT-APC: When Analogical Proportion-based Classification Meets Case-based Reasoning. | Fadi Badra, Marie-Jeanne Lesot |
| 2022 | ICCBR | Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer. | Fadi Badra, Marie-Jeanne Lesot, Aman Barakat, Christophe Marsala |
| 2022 | IPMU | Integrating Prior Knowledge in Post-hoc Explanations. | Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki |
| 2022 | IPMU | PANDA: Human-in-the-Loop Anomaly Detection and Explanation. | Grgory Smits, Marie-Jeanne Lesot, Vronne Yepmo Tchaghe, Olivier Pivert |
| 2022 | IUI | Contextualization and Exploration of Local Feature Importance Explanations to Improve Understanding and Satisfaction of Non-Expert Users. | Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki |
| 2021 | EUSFLAT | CG2A: Conceptual Graphs Generation Algorithm. | Adam Faci, Marie-Jeanne Lesot, Claire Laudy |
| 2021 | FQAS | Flexible Querying Using Disjunctive Concepts. | Grgory Smits, Marie-Jeanne Lesot, Olivier Pivert, Ronald R. Yager |
| 2021 | ICAISC | cgSpan: Pattern Mining in Conceptual Graphs. | Adam Faci, Marie-Jeanne Lesot, Claire Laudy |
| 2021 | IUI | Contextualising local explanations for non-expert users: an XAI pricing interface for insurance. | Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki |
| 2020 | IPMU | Concept Membership Modeling Using a Choquet Integral. | Grgory Smits, Ronald R. Yager, Marie-Jeanne Lesot, Olivier Pivert |
| 2019 | IJCAI | The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. | Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki |
| 2018 | ICAISC | Dynamic Trust Scoring of Railway Sensor Information. | Marcin Lenart, Andrzej Bielecki, Marie-Jeanne Lesot, Teodora Petrisor, Adrien Revault d'Allonnes |
| 2018 | IPMU | Comparison-Based Inverse Classification for Interpretability in Machine Learning. | Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki |
| 2017 | EUSFLAT | A Fuzzy Take on Graded Beliefs. | Bndicte Legastelois, Marie-Jeanne Lesot, Adrien Revault d'Allonnes |
| 2017 | IFSA | If I don't know, should I infer? Reasoning around ignorance in a many-valued framework. | Adrien Revault d'Allonnes, Marie-Jeanne Lesot |
| 2017 | IFSA | Vocabulary elicitation for informative descriptions of classes. | Grgory Smits, Olivier Pivert, Marie-Jeanne Lesot |
| 2017 | IUI | Dimensions for Automatic Interpretation of Approximate Numerical Expressions: An empirical study. | Sbastien Lefort, Elisabetta Zibetti, Marie-Jeanne Lesot, Marcin Detyniecki, Charles Tijus |
| 2016 | ICDM | Overlapping Community Detection by Local Decentralised Vertex-Centred Process. | Mal Canu, Marie-Jeanne Lesot, Adrien Revault d'Allonnes |
| 2016 | IPMU | Proximal Optimization for Fuzzy Subspace Clustering. | Arthur Guillon, Marie-Jeanne Lesot, Christophe Marsala, Nikhil R. Pal |
| 2016 | IPMU | How Much Is "About"? Fuzzy Interpretation of Approximate Numerical Expressions. | Sbastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti, Charles Tijus, Marcin Detyniecki |
| 2016 | IPMU | Negation of Graded Beliefs. | Bndicte Legastelois, Marie-Jeanne Lesot, Adrien Revault d'Allonnes |
| 2015 | EUSFLAT | Mining Emerging Gradual Patterns. | Anne Laurent, Marie-Jeanne Lesot, Maria Rifqi |
| 2014 | IC3K | Bridging the Emotional Gap - From Objective Representations to Subjective Interpretations. | Marie-Jeanne Lesot |
| 2014 | IPMU | Formalising Information Scoring in a Multivalued Logic Framework. | Adrien Revault d'Allonnes, Marie-Jeanne Lesot |
| 2014 | IPMU | Fast and Incremental Computation for the Erosion Score. | Gilles Moyse, Marie-Jeanne Lesot |
| 2014 | IPMU | Accelerating Effect of Attribute Variations: Accelerated Gradual Itemsets Extraction. | Amal Oudni, Marie-Jeanne Lesot, Maria Rifqi |
| 2014 | IPMU | A Vocabulary Revision Method Based on Modality Splitting. | Grgory Smits, Olivier Pivert, Marie-Jeanne Lesot |
| 2013 | EUSFLAT | Characterisation of gradual itemsets based on mathematical morphology tools. | Amal Oudni, Marie-Jeanne Lesot, Maria Rifqi |
| 2013 | FQAS | Mathematical Morphology Tools to Evaluate Periodic Linguistic Summaries. | Gilles Moyse, Marie-Jeanne Lesot, Bernadette Bouchon-Meunier |
| 2012 | ICDM | An Ellipsoidal K-Means for Document Clustering. | Fabon Dzogang, Christophe Marsala, Marie-Jeanne Lesot, Maria Rifqi |
| 2012 | MDAI | Dynamic Credit-Card Fraud Profiling. | Marc Damez, Marie-Jeanne Lesot, Adrien Revault d'Allonnes |
| 2011 | EUSFLAT | Proposition of a semi-automatic possibilistic information scoring process. | Marie-Jeanne Lesot, Thomas Delavallade, Frdric Pichon, Herman Akdag, Bernadette Bouchon-Meunier, Philippe Capet |
| 2011 | ICWSM | Information Propagation on the Web: Data Extraction, Modeling and Simulation. | Franois Nel, Marie-Jeanne Lesot, Thomas Delavallade, Philippe Capet |
| 2010 | IPMU | Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View. | Bernadette Bouchon-Meunier, Giulianella Coletti, Marie-Jeanne Lesot, Maria Rifqi |
| 2010 | IPMU | Order-Based Equivalence Degrees for Similarity and Distance Measures. | Marie-Jeanne Lesot, Maria Rifqi |
| 2010 | KES | Using Association Rules to Discover Color-Emotion Relationships Based on Social Tagging. | Haifeng Feng, Marie-Jeanne Lesot, Marcin Detyniecki |
| 2009 | ECSQARU | Towards a Conscious Choice of a Similarity Measure: A Qualitative Point of View. | Bernadette Bouchon-Meunier, Giulianella Coletti, Marie-Jeanne Lesot, Maria Rifqi |
| 2009 | FQAS | GRAANK: Exploiting Rank Correlations for Extracting Gradual Itemsets. | Anne Laurent, Marie-Jeanne Lesot, Maria Rifqi |
| 2007 | ICTAI | A New Web Usage Mining and Visualization Tool. | Nicolas Labroche, Marie-Jeanne Lesot, Lionel Yaffi |
| 2004 | FQAS | Cluster Characterization through a Representativity Measure. | Marie-Jeanne Lesot, Bernadette Bouchon-Meunier |