Dynamic flies: a new pattern recognition tool applied to stereo sequence processing. - Jean Louchet; Maud Guyon; Marie-Jeanne Lesot; Amine M. Boumaza (Pattern Recognit. Lett., 2002)

Evaluation of Topographic Clustering and Its Kernelization. - Marie-Jeanne Lesot; Florence d'Alché-Buc; George Siolas (ECML, 2003)

Cluster Characterization through a Representativity Measure. - Marie-Jeanne Lesot; Bernadette Bouchon-Meunier (FQAS, 2004)

Descriptive concept extraction with exceptions by hybrid clustering. - Marie-Jeanne Lesot; Bernadette Bouchon-Meunier (FUZZ-IEEE, 2004)

Fuzzy Prototypes Based on Typicality Degrees. - Marie-Jeanne Lesot; Laure Mouillet; Bernadette Bouchon-Meunier (Fuzzy Days, 2004)

Outlier Preserving Clustering for Structured Data Through Kernels. - Marie-Jeanne Lesot (GfKl, 2005)

Data Summarisation by Typicality-based Clustering for Vectorial and Non Vectorial Data. - Marie-Jeanne Lesot; Rudolf Kruse (FUZZ-IEEE, 2006)

Typicality Degrees and Fuzzy Prototypes for Clustering. - Marie-Jeanne Lesot; Rudolf Kruse (GfKl, 2006)

Data analysis with fuzzy clustering methods. - Christian Döring; Marie-Jeanne Lesot; Rudolf Kruse (Comput. Stat. Data Anal., 2006)

A New Web Usage Mining and Visualization Tool. - Nicolas Labroche; Marie-Jeanne Lesot; Lionel Yaffi (ICTAI (1), 2007)

Consistency Checking for Extended Description Logics. - Olivier Couchariere; Marie-Jeanne Lesot; Bernadette Bouchon-Meunier (Description Logics, 2008)

Similarities in Fuzzy Data Mining: From a Cognitive View to Real-World Applications. - Bernadette Bouchon-Meunier; Maria Rifqi; Marie-Jeanne Lesot (WCCI, 2008)

Analyse et visualisation interactive de sessions web. - Marie-Jeanne Lesot; Nicolas Labroche; Lionel Yaffi (Rev. d'Intelligence Artif., 2008)

Fuzzy Prototypes: From a Cognitive View to a Machine Learning Principle. - Marie-Jeanne Lesot; Maria Rifqi; Bernadette Bouchon-Meunier (Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008)

Towards a Conscious Choice of a Similarity Measure: A Qualitative Point of View. - Bernadette Bouchon-Meunier; Giulianella Coletti; Marie-Jeanne Lesot; Maria Rifqi (ECSQARU, 2009)

Comparaison de distances et noyaux classiques par degré d'équivalence des ordres induits. - Marie-Jeanne Lesot; Maria Rifqi; Marcin Detyniecki (EGC, 2009)

GRAANK: Exploiting Rank Correlations for Extracting Gradual Itemsets. - Anne Laurent; Marie-Jeanne Lesot; Maria Rifqi (FQAS, 2009)

Similarity measures for binary and numerical data: a survey. - Marie-Jeanne Lesot; Maria Rifqi; Hamid Benhadda (Int. J. Knowl. Eng. Soft Data Paradigms, 2009)

Strengthening fuzzy gradual rules through "all the more" clauses. - Bernadette Bouchon-Meunier; Anne Laurent; Marie-Jeanne Lesot; Maria Rifqi (FUZZ-IEEE, 2010)

Expressions of graduality for sentiments analysis - A survey. - Fabon Dzogang; Marie-Jeanne Lesot; Maria Rifqi; Bernadette Bouchon-Meunier (FUZZ-IEEE, 2010)

Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View. - Bernadette Bouchon-Meunier; Giulianella Coletti; Marie-Jeanne Lesot; Maria Rifqi (IPMU, 2010)

Order-Based Equivalence Degrees for Similarity and Distance Measures. - Marie-Jeanne Lesot; Maria Rifqi (IPMU, 2010)

Using Association Rules to Discover Color-Emotion Relationships Based on Social Tagging. - Haifeng Feng; Marie-Jeanne Lesot; Marcin Detyniecki (KES (1), 2010)

Proposition of a semi-automatic possibilistic information scoring process. - Marie-Jeanne Lesot; Thomas Delavallade; Frédéric Pichon; Herman Akdag; Bernadette Bouchon-Meunier; Philippe Capet (EUSFLAT Conf., 2011)

Prise en compte du réseau de sources pour la fusion d'informations. - Thomas Bärecke; Marie-Jeanne Lesot; Herman Akdag; Bernadette Bouchon-Meunier (EGC, 2011)

Modélisation de la propagation de l'information sur le Web : de l'extraction des données à la simulation. - François Nel; Marie-Jeanne Lesot; Philippe Capet; Thomas Delavallade (EGC, 2011)

Information Propagation on the Web: Data Extraction, Modeling and Simulation. - François Nel; Marie-Jeanne Lesot; Thomas Delavallade; Philippe Capet (ICWSM, 2011)

Two methods for Internet buzz detection exploiting the citation graph. - Marie-Jeanne Lesot; François Nel; Thomas Delavallade; Philippe Capet; Bernadette Bouchon-Meunier (FUZZ-IEEE, 2012)

An Ellipsoidal K-Means for Document Clustering. - Fabon Dzogang; Christophe Marsala; Marie-Jeanne Lesot; Maria Rifqi (ICDM, 2012)

Dynamic Credit-Card Fraud Profiling. - Marc Damez; Marie-Jeanne Lesot; Adrien Revault d'Allonnes (MDAI, 2012)

Credit-Card Fraud Profiling Using a Hybrid Incremental Clustering Methodology. - Marie-Jeanne Lesot; Adrien Revault d'Allonnes (SUM, 2012)

Degrés d'équivalence de mesures de comparaison pour données binaires et pour données numériques. - Marie-Jeanne Lesot; Maria Rifqi (Mesurer et évaluer la Qualité des Données et des Connaissances, 2012)

Characterisation of gradual itemsets based on mathematical morphology tools. - Amal Oudni; Marie-Jeanne Lesot; Maria Rifqi (EUSFLAT Conf., 2013)

Linguistic summaries for periodicity detection based on mathematical morphology. - Gilles Moyse; Marie-Jeanne Lesot; Bernadette Bouchon-Meunier (FOCI, 2013)

Mathematical Morphology Tools to Evaluate Periodic Linguistic Summaries. - Gilles Moyse; Marie-Jeanne Lesot; Bernadette Bouchon-Meunier (FQAS, 2013)

Linguistic summaries of categorical time series for septic shock patient data. - Rui Jorge Almeida; Marie-Jeanne Lesot; Bernadette Bouchon-Meunier; Uzay Kaymak; Gilles Moyse (FUZZ-IEEE, 2013)

Adequacy of a user-defined vocabulary to the data structure. - Marie-Jeanne Lesot; Grégory Smits; Olivier Pivert (FUZZ-IEEE, 2013)

Processing contradiction in gradual itemset extraction. - Amal Oudni; Marie-Jeanne Lesot; Maria Rifqi (FUZZ-IEEE, 2013)

Modelling and management of subjective information in a fuzzy setting. - Bernadette Bouchon-Meunier; Marie-Jeanne Lesot; Christophe Marsala (Int. J. Gen. Syst., 2013)

Bridging the Emotional Gap - From Objective Representations to Subjective Interpretations. - Marie-Jeanne Lesot (KEOD, 2014)

Fast and Incremental Computation for the Erosion Score. - Gilles Moyse; Marie-Jeanne Lesot (IPMU (1), 2014)

Accelerating Effect of Attribute Variations: Accelerated Gradual Itemsets Extraction. - Amal Oudni; Marie-Jeanne Lesot; Maria Rifqi (IPMU (2), 2014)

A Vocabulary Revision Method Based on Modality Splitting. - Grégory Smits; Olivier Pivert; Marie-Jeanne Lesot (IPMU (3), 2014)

Formalising Information Scoring in a Multivalued Logic Framework. - Adrien Revault d'Allonnes; Marie-Jeanne Lesot (IPMU (1), 2014)

Intuitionistic Fuzzy Tautology Definitions for the Validity of Intuitionistic Fuzzy Implications: An Experimental Study. - Marcin Detyniecki; Marie-Jeanne Lesot; Paul Moncuquet (IEEE Conf. on Intelligent Systems (1), 2014)

Apprentissage de concepts émotionnels à partir de descripteurs bas niveau. - Fabon Dzogang; Marie-Jeanne Lesot; Maria Rifqi (Rev. d'Intelligence Artif., 2014)

Fast community structure local uncovering by independent vertex-centred process. - Maël Canu; Marcin Detyniecki; Marie-Jeanne Lesot; Adrien Revault d'Allonnes (ASONAM, 2015)

Mining Emerging Gradual Patterns. - Anne Laurent; Marie-Jeanne Lesot; Maria Rifqi (IFSA-EUSFLAT, 2015)

Oppositions in Fuzzy Linguistic Summaries. - Gilles Moyse; Marie-Jeanne Lesot; Bernadette Bouchon-Meunier (FUZZ-IEEE, 2015)

Analysis of the emission of American Depositary Receipts of Brazilian companies through the extraction of linguistic summaries. - Amal Oudni; Marie-Jeanne Lesot; Maria Rifqi; Rosangela Ballini (FUZZ-IEEE, 2015)

Dynamics of trust building: Models of information cross-checking in a multivalued logic framework. - Adrien Revault d'Allonnes; Marie-Jeanne Lesot (FUZZ-IEEE, 2015)

Handling Noise and Outliers in Fuzzy Clustering. - Christian Borgelt; Christian Braune; Marie-Jeanne Lesot; Rudolf Kruse (Fifty Years of Fuzzy Logic and its Applications, 2015)

Vertex-centred Method to Detect Communities in Evolving Networks. - Maël Canu; Marie-Jeanne Lesot; Adrien Revault d'Allonnes (COMPLEX NETWORKS, 2016)

Transformation-based constraint-guided Generalised Modus Ponens. - Michaël Blot; Marie-Jeanne Lesot; Marcin Detyniecki (FUZZ-IEEE, 2016)

Overlapping Community Detection by Local Decentralised Vertex-Centred Process. - Maël Canu; Marie-Jeanne Lesot; Adrien Revault d'Allonnes (ICDM Workshops, 2016)

Proximal Optimization for Fuzzy Subspace Clustering. - Arthur Guillon; Marie-Jeanne Lesot; Christophe Marsala; Nikhil R. Pal (IPMU (1), 2016)

How Much Is "About"? Fuzzy Interpretation of Approximate Numerical Expressions. - Sébastien Lefort; Marie-Jeanne Lesot; Elisabetta Zibetti; Charles Tijus; Marcin Detyniecki (IPMU (1), 2016)

Negation of Graded Beliefs. - Bénédicte Legastelois; Marie-Jeanne Lesot; Adrien Revault d'Allonnes (IPMU (2), 2016)

Interpretability of fuzzy linguistic summaries. - Marie-Jeanne Lesot; Gilles Moyse; Bernadette Bouchon-Meunier (Fuzzy Sets Syst., 2016)

Linguistic summaries of locally periodic time series. - Gilles Moyse; Marie-Jeanne Lesot (Fuzzy Sets Syst., 2016)

A Fuzzy Take on Graded Beliefs. - Bénédicte Legastelois; Marie-Jeanne Lesot; Adrien Revault d'Allonnes (EUSFLAT/IWIFSGN (2), 2017)

Fuzzy inferences using geometric compatibility or using graduality and ambiguity constraints. - Valerie V. Cross; Marie-Jeanne Lesot (FUZZ-IEEE, 2017)

Laplacian regularization for fuzzy subspace clustering. - Arthur Guillon; Marie-Jeanne Lesot; Christophe Marsala (FUZZ-IEEE, 2017)

How arithmetically fuzzy are we? An empirical comparison of human imprecise calculation and fuzzy arithmetic. - Sébastien Lefort; Marie-Jeanne Lesot; Elisabetta Zibetti; Charles Tijus; Marcin Detyniecki (FUZZ-IEEE, 2017)

A local transformation-based constraint-guided GMP compatible with an interpolation scheme. - Marie-Jeanne Lesot; Bernadette Bouchon-Meunier (FUZZ-IEEE, 2017)

Vocabulary elicitation for informative descriptions of classes. - Grégory Smits; Olivier Pivert; Marie-Jeanne Lesot (IFSA-SCIS, 2017)

If I don't know, should I infer? Reasoning around ignorance in a many-valued framework. - Adrien Revault d'Allonnes; Marie-Jeanne Lesot (IFSA-SCIS, 2017)

Dimensions for Automatic Interpretation of Approximate Numerical Expressions: An empirical study. - Sébastien Lefort; Elisabetta Zibetti; Marie-Jeanne Lesot; Marcin Detyniecki; Charles Tijus (IUI, 2017)

Inverse Classification for Comparison-based Interpretability in Machine Learning. - Thibault Laugel; Marie-Jeanne Lesot; Christophe Marsala; Xavier Renard; Marcin Detyniecki (CoRR, 2017)

Interpretation of approximate numerical expressions: Computational model and empirical study. - Sébastien Lefort; Marie-Jeanne Lesot; Elisabetta Zibetti; Charles Tijus; Marcin Detyniecki (Int. J. Approx. Reason., 2017)

Typology of axioms for a weighted modal logic. - Bénédicte Legastelois; Marie-Jeanne Lesot; Adrien Revault d'Allonnes (Int. J. Approx. Reason., 2017)

Efficient Generation of Reliable Estimated Linguistic Summaries. - Grégory Smits; Pierre Nerzic; Olivier Pivert; Marie-Jeanne Lesot (FUZZ-IEEE, 2018)

Dynamic Trust Scoring of Railway Sensor Information. - Marcin Lenart; Andrzej Bielecki; Marie-Jeanne Lesot; Teodora Petrisor; Adrien Revault d'Allonnes (ICAISC (2), 2018)

Comparison-Based Inverse Classification for Interpretability in Machine Learning. - Thibault Laugel; Marie-Jeanne Lesot; Christophe Marsala; Xavier Renard; Marcin Detyniecki (IPMU (1), 2018)

Detecting Potential Local Adversarial Examples for Human-Interpretable Defense. - Xavier Renard; Thibault Laugel; Marie-Jeanne Lesot; Christophe Marsala; Marcin Detyniecki (Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML, 2018)

Discovering Ordinal Attributes Through Gradual Patterns, Morphological Filters and Rank Discrimination Measures. - Christophe Marsala; Anne Laurent; Marie-Jeanne Lesot; Maria Rifqi; Arnaud Castelltort (SUM, 2018)

Defining Locality for Surrogates in Post-hoc Interpretablity. - Thibault Laugel; Xavier Renard; Marie-Jeanne Lesot; Christophe Marsala; Marcin Detyniecki (CoRR, 2018)

FRELS: Fast and Reliable Estimated Linguistic Summaries. - Grégory Smits; Pierre Nerzic; Marie-Jeanne Lesot; Olivier Pivert (FUZZ-IEEE, 2019)

Study of an Abating Aggregation Operator in Many-Valued Logic. - Adrien Revault d'Allonnes; Marie-Jeanne Lesot (FUZZ-IEEE, 2019)

The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. - Thibault Laugel; Marie-Jeanne Lesot; Christophe Marsala; Xavier Renard; Marcin Detyniecki (IJCAI, 2019)

Unjustified Classification Regions and Counterfactual Explanations in Machine Learning. - Thibault Laugel; Marie-Jeanne Lesot; Christophe Marsala; Xavier Renard; Marcin Detyniecki (ECML/PKDD (2), 2019)

Trust Dynamics: A Case-study on Railway Sensors. - Marcin Lenart; Andrzej Bielecki; Marie-Jeanne Lesot; Teodora Petrisor; Adrien Revault d'Allonnes (SENSORNETS, 2019)

Subspace Clustering and Some Soft Variants. - Marie-Jeanne Lesot (SUM, 2019)

Issues with post-hoc counterfactual explanations: a discussion. - Thibault Laugel; Marie-Jeanne Lesot; Christophe Marsala; Marcin Detyniecki (CoRR, 2019)

A proximal framework for fuzzy subspace clustering. - Arthur Guillon; Marie-Jeanne Lesot; Christophe Marsala (Fuzzy Sets Syst., 2019)

Subspace Clustering and Feature Typicality Degrees: a Prospective Study. - Marie-Jeanne Lesot; Adrien Revault d'Allonnes (FUZZ-IEEE, 2020)

Explaining Data Regularities and Anomalies. - Amit K. Shukla; Grégory Smits; Olivier Pivert; Marie-Jeanne Lesot (FUZZ-IEEE, 2020)

Concept Membership Modeling Using a Choquet Integral. - Grégory Smits; Ronald R. Yager; Marie-Jeanne Lesot; Olivier Pivert (IPMU (1), 2020)

CG2A: Conceptual Graphs Generation Algorithm. - Adam Faci; Marie-Jeanne Lesot; Claire Laudy (IFSA/EUSFLAT/AGOP, 2021)

Explications de données et de classifieurs : quelques méthodes et risques notables. - Marie-Jeanne Lesot (EGC, 2021)

Flexible Querying Using Disjunctive Concepts. - Grégory Smits; Marie-Jeanne Lesot; Olivier Pivert; Ronald R. Yager (FQAS, 2021)

cgSpan: Pattern Mining in Conceptual Graphs. - Adam Faci; Marie-Jeanne Lesot; Claire Laudy (ICAISC (2), 2021)

Contextualising local explanations for non-expert users: an XAI pricing interface for insurance. - Clara Bove; Jonathan Aigrain; Marie-Jeanne Lesot; Charles Tijus; Marcin Detyniecki (IUI Workshops, 2021)

Fuzzy Conceptual Graphs: A comparative discussion. - Adam Faci; Marie-Jeanne Lesot; Claire Laudy (SSCI, 2021)

Argumentation and Causal Models in Human-Machine Interaction: A Round Trip. - Yann Munro; Isabelle Bloch; Mohamed Chetouani; Marie-Jeanne Lesot; Catherine Pelachaud (AIC, 2022)

Towards a Formulation of Fuzzy Contrastive Explanations. - Isabelle Bloch; Marie-Jeanne Lesot (FUZZ-IEEE, 2022)

T-norms in Many-Valued Logics: a Representation Theorem in the ABOP Framework. - Marie-Jeanne Lesot; Adrien Revault d'Allonnes (FUZZ-IEEE, 2022)

Massive Data Exploration using Estimated Cardinalities. - Pierre Nerzic; Grégory Smits; Olivier Pivert; Marie-Jeanne Lesot (FUZZ-IEEE, 2022)

CoAT-APC: When Analogical Proportion-based Classification Meets Case-based Reasoning. - Fadi Badra; Marie-Jeanne Lesot (ICCBR Workshops, 2022)

Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer. - Fadi Badra; Marie-Jeanne Lesot; Aman Barakat; Christophe Marsala (ICCBR, 2022)

Integrating Prior Knowledge in Post-hoc Explanations. - Adulam Jeyasothy; Thibault Laugel; Marie-Jeanne Lesot; Christophe Marsala; Marcin Detyniecki (IPMU (2), 2022)

PANDA: Human-in-the-Loop Anomaly Detection and Explanation. - Grégory Smits; Marie-Jeanne Lesot; Véronne Yepmo Tchaghe; Olivier Pivert (IPMU (2), 2022)

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 (IUI, 2022)

Intégration de connaissances dans les méthodes d'explications post-hoc. - Adulam Jeyasothy; Thibault Laugel; Marie-Jeanne Lesot; Christophe Marsala; Marcin Detyniecki (LFA, 2022)

Les t-normes en logique multivalente : un théorème de représentation de l'AbOp. - Marie-Jeanne Lesot; Adrien Revault d'Allonnes (LFA, 2022)

Exploration de données massives à l'aide d'estimations de cardinalités. - Pierre Nerzic; Grégory Smits; Olivier Pivert; Marie-Jeanne Lesot (LFA, 2022)

PANDA : Personnaliser les ANomalies Détectées par Apprentissage. - Grégory Smits; Marie-Jeanne Lesot; Véronne Yepmo Tchaghe; Olivier Pivert (LFA, 2022)

Norms and Discrete Choquet Integrals Induced by Submodular Fuzzy Measures: A Discussion. - Agnès Rico; Marie-Jeanne Lesot; Christophe Marsala (EUSFLAT/AGOP, 2023)

Vers un partitionnement des données à partir d'une forêt d'isolation. - Véronne Yepmo; Grégory Smits; Marie-Jeanne Lesot; Olivier Pivert (EGC, 2023)

Achieving Diversity in Counterfactual Explanations: a Review and Discussion. - Thibault Laugel; Adulam Jeyasothy; Marie-Jeanne Lesot; Christophe Marsala; Marcin Detyniecki (FAccT, 2023)

Diversifying Top-k Answers in a Query by Example Setting. - Grégory Smits; Marie-Jeanne Lesot; Olivier Pivert; Marek Z. Reformat (FQAS, 2023)

Knowledge Integration in XAI with Gödel Integrals. - Adulam Jeyasothy; Agnès Rico; Marie-Jeanne Lesot; Christophe Marsala; Thibault Laugel (FUZZ, 2023)

Less is Better: An Energy-Based Approach to Case Base Competence. - Esteban Marquer; Fadi Badra; Marie-Jeanne Lesot; Miguel Couceiro; David Leake (ICCBR Workshops, 2023)

Some Perspectives on Similarity Learning for Case-Based Reasoning and Analogical Transfer. - Fadi Badra; Marie-Jeanne Lesot; Esteban Marquer; Miguel Couceiro (IARML@IJCAI, 2023)

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 (IUI, 2023)

Différentiation des modalités du Bien : au-delà de l'optimalité de Pareto. - Guillaume Gervois; Gauvain Bourgne; Marie-Jeanne Lesot (JIAF, 2023)

Temporalité et causalité en argumentation abstraite. - Yann Munro; Camilo Sarmiento; Isabelle Bloch; Gauvain Bourgne; Marie-Jeanne Lesot (JIAF, 2023)

TIGTEC: Token Importance Guided TExt Counterfactuals. - Milan Bhan; Jean-Noël Vittaut; Nicolas Chesneau; Marie-Jeanne Lesot (ECML/PKDD (3), 2023)

Dynamic Interpretability for Model Comparison via Decision Rules. - Adam Rida; Marie-Jeanne Lesot; Xavier Renard; Christophe Marsala (PKDD/ECML Workshops (1), 2023)

Temporality and Causality in Abstract Argumentation. - Yann Munro; Camilo Sarmiento; Isabelle Bloch; Gauvain Bourgne; Marie-Jeanne Lesot (CoRR, 2023)

Case-based prediction - A survey. - Fadi Badra; Marie-Jeanne Lesot (Int. J. Approx. Reason., 2023)

A general framework for personalising post hoc explanations through user knowledge integration. - Adulam Jeyasothy; Thibault Laugel; Marie-Jeanne Lesot; Christophe Marsala; Marcin Detyniecki (Int. J. Approx. Reason., 2023)

Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations. - Milan Bhan; Jean-Noël Vittaut; Nicolas Chesneau; Marie-Jeanne Lesot (EMNLP, 2024)

A Maximin Approach to Elicit Gödel Integral in an XAI Context. - Agnès Rico; Marie-Jeanne Lesot; Christophe Marsala (FUZZ, 2024)

COPILS: COmParIson of Linguistic Summaries. - Grégory Smits; Marie-Jeanne Lesot (IPMU (1), 2024)

Sémantique agrégative graduelle pour les systèmes d'argumentation bipolaires pondérés. - Yann Munro; Isabelle Bloch; Mohamed Chetouani; Catherine Pelachaud; Marie-Jeanne Lesot (JIAF-JFPDA, 2024)

An Action Language-Based Formalisation of an Abstract Argumentation Framework. - Yann Munro; Camilo Sarmiento; Isabelle Bloch; Gauvain Bourgne; Catherine Pelachaud; Marie-Jeanne Lesot (PRIMA, 2024)

CADI: Contextual Anomaly Detection using an Isolation-Forest. - Véronne Yepmo; Grégory Smits; Marie-Jeanne Lesot; Olivier Pivert (SAC, 2024)

User's Preference Modelling with Gödel Integral. - Agnès Rico; Marie-Jeanne Lesot; Christophe Marsala (SUM, 2024)

Why do explanations fail? A typology and discussion on failures in XAI. - Clara Bove; Thibault Laugel; Marie-Jeanne Lesot; Charles Tijus; Marcin Detyniecki (CoRR, 2024)

Leveraging an Isolation Forest to Anomaly Detection and Data Clustering. - Véronne Yepmo; Grégory Smits; Marie-Jeanne Lesot; Olivier Pivert (Data Knowl. Eng., 2024)

Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group. - Ismaïl Baaj; Zied Bouraoui; Antoine Cornuéjols; Thierry Denoeux; Sébastien Destercke; Didier Dubois; Marie-Jeanne Lesot; João Marques-Silva 001; Jérôme Mengin; Henri Prade; Steven Schockaert; Mathieu Serrurier; et al. (Int. J. Approx. Reason., 2024)

Measuring Disagreements between Fuzzy Linguistic Vocabularies in Expert-Driven Data Analysis. - Akram Bensalem; Grégory Smits; Fahima Djelil; Marie-Jeanne Lesot (FUZZ, 2025)

Assessing the Interpretability of Fuzzy Rule Bases. - Thomas Pontoizeau; Romain Caillière; Marie-Jeanne Lesot; Christophe Marsala; Nicolas Museux; Jean-Noël Vittaut (FUZZ, 2025)

EnergyCompress: A General Case Base Learning Strategy. - Fadi Badra; Esteban Marquer; Marie-Jeanne Lesot; Miguel Couceiro; David Leake (IJCAI, 2025)

Mitigating Text Toxicity with Counterfactual Generation. - Milan Bhan; Jean-Noël Vittaut; Nina Achache; Victor Legrand; Annabelle Blangero; Nicolas Chesneau; Juliette Murris; Marie-Jeanne Lesot (xAI (4), 2025)

Towards Achieving Concept Completeness for Unsupervised Textual Concept Bottleneck Models. - Milan Bhan; Yann Choho; Pierre Moreau; Jean-Noël Vittaut; Nicolas Chesneau; Marie-Jeanne Lesot (CoRR, 2025)

Did I Faithfully Say What I Thought? Bridging the Gap Between Neural Activity and Self-Explanations in Large Language Models. - Milan Bhan; Jean-Noël Vittaut; Nicolas Chesneau; Sarath Chandar; Marie-Jeanne Lesot (CoRR, 2025)

Metric assessment protocol in the context of answer fluctuation on MCQ tasks. - Ekaterina Goliakova; Xavier Renard; Marie-Jeanne Lesot; Thibault Laugel; Christophe Marsala; Marcin Detyniecki (CoRR, 2025)