Marie-Jeanne Lesot

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 86

Top Venues

CoRR

FUZZ-IEEE

IPMU (1)

Int. J. Approx. Reason.

Publications

Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations. CoRR (2024)
Agnès Rico, Marie-Jeanne Lesot, Christophe Marsala
A Maximin Approach to Elicit Gödel Integral in an XAI Context. FUZZ (2024)
Véronne Yepmo, Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering. Data Knowl. Eng. 151 (2024)
Véronne Yepmo, Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert
CADI: Contextual Anomaly Detection using an Isolation-Forest. SAC (2024)
Clara Bove, Thibault Laugel, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki
Why do explanations fail? A typology and discussion on failures in XAI. CoRR (2024)
Ismaïl Baaj, Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Marie-Jeanne Lesot, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Olivier Strauss, Christel Vrain
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group. Int. J. Approx. Reason. 171 (2024)
Milan Bhan, Jean-Noël Vittaut, Nina Achache, Victor Legrand, Nicolas Chesneau, Annabelle Blangero, Juliette Murris, Marie-Jeanne Lesot
Mitigating Text Toxicity with Counterfactual Generation. CoRR (2024)
Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot
TIGTEC : Token Importance Guided TExt Counterfactuals. CoRR (2023)
Clara Bove, Marie-Jeanne Lesot, Charles Albert Tijus, Marcin Detyniecki
Investigating the Intelligibility of Plural Counterfactual Examples for Non-Expert Users: an Explanation User Interface Proposition and User Study. IUI (2023)
Adam Rida, Marie-Jeanne Lesot, Xavier Renard, Christophe Marsala
Dynamic Interpretability for Model Comparison via Decision Rules. CoRR (2023)
Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Marie-Jeanne Lesot
Temporalité et causalité en argumentation abstraite. JIAF (2023)
Esteban Marquer, Fadi Badra, Marie-Jeanne Lesot, Miguel Couceiro, David Leake
Less is Better: An Energy-Based Approach to Case Base Competence. ICCBR Workshops (2023)
Véronne Yepmo, Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert
Vers un partitionnement des données à partir d'une forêt d'isolation. EGC (2023)
Guillaume Gervois, Gauvain Bourgne, Marie-Jeanne Lesot
Différentiation des modalités du Bien : au-delà de l'optimalité de Pareto. JIAF (2023)
Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot
TIGTEC: Token Importance Guided TExt Counterfactuals. ECML/PKDD (3) (2023)
Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Marie-Jeanne Lesot
Temporality and Causality in Abstract Argumentation. CoRR (2023)
Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. CoRR (2023)
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
A general framework for personalising post hoc explanations through user knowledge integration. Int. J. Approx. Reason. 160 (2023)
Fadi Badra, Marie-Jeanne Lesot
Case-based prediction - A survey. Int. J. Approx. Reason. 158 (2023)
Agnès Rico, Marie-Jeanne Lesot, Christophe Marsala
Norms and Discrete Choquet Integrals Induced by Submodular Fuzzy Measures: A Discussion. EUSFLAT/AGOP (2023)
Fadi Badra, Marie-Jeanne Lesot, Esteban Marquer, Miguel Couceiro
Some Perspectives on Similarity Learning for Case-Based Reasoning and Analogical Transfer. IARML@IJCAI (2023)
Adulam Jeyasothy, Agnès Rico, Marie-Jeanne Lesot, Christophe Marsala, Thibault Laugel
Knowledge Integration in XAI with Gödel Integrals. FUZZ (2023)
Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. FAccT (2023)
Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert, Marek Z. Reformat
Diversifying Top-k Answers in a Query by Example Setting. FQAS (2023)
Fadi Badra, Marie-Jeanne Lesot
CoAT-APC: When Analogical Proportion-based Classification Meets Case-based Reasoning. ICCBR Workshops (2022)
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Integrating Prior Knowledge in Post-hoc Explanations. CoRR (2022)
Yann Munro, Isabelle Bloch, Mohamed Chetouani, Marie-Jeanne Lesot, Catherine Pelachaud
Argumentation and Causal Models in Human-Machine Interaction: A Round Trip. AIC (2022)
Pierre Nerzic, Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
Massive Data Exploration using Estimated Cardinalities. FUZZ-IEEE (2022)
Marie-Jeanne Lesot, Adrien Revault d'Allonnes
T-norms in Many-Valued Logics: a Representation Theorem in the ABOP Framework. FUZZ-IEEE (2022)
Marie-Jeanne Lesot, Adrien Revault d'Allonnes
Les t-normes en logique multivalente : un théorème de représentation de l'AbOp. LFA (2022)
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Intégration de connaissances dans les méthodes d'explications post-hoc. LFA (2022)
Grégory Smits, Marie-Jeanne Lesot, Véronne Yepmo Tchaghe, Olivier Pivert
PANDA : Personnaliser les ANomalies Détectées par Apprentissage. LFA (2022)
Fadi Badra, Marie-Jeanne Lesot, Aman Barakat, Christophe Marsala
Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer. ICCBR (2022)
Isabelle Bloch, Marie-Jeanne Lesot
Towards a Formulation of Fuzzy Contrastive Explanations. FUZZ-IEEE (2022)
Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki
Contextualization and Exploration of Local Feature Importance Explanations to Improve Understanding and Satisfaction of Non-Expert Users. IUI (2022)
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Integrating Prior Knowledge in Post-hoc Explanations. IPMU (2) (2022)
Pierre Nerzic, Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
Exploration de données massives à l'aide d'estimations de cardinalités. LFA (2022)
Grégory Smits, Marie-Jeanne Lesot, Véronne Yepmo Tchaghe, Olivier Pivert
PANDA: Human-in-the-Loop Anomaly Detection and Explanation. IPMU (2) (2022)
Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki
Contextualising local explanations for non-expert users: an XAI pricing interface for insurance. IUI Workshops (2021)
Adam Faci, Marie-Jeanne Lesot, Claire Laudy
CG2A: Conceptual Graphs Generation Algorithm. CoRR (2021)
Adam Faci, Marie-Jeanne Lesot, Claire Laudy
cgSpan: Pattern Mining in Conceptual Graphs. ICAISC (2) (2021)
Adam Faci, Marie-Jeanne Lesot, Claire Laudy
cgSpan: Pattern Mining in Conceptual Graphs. CoRR (2021)
Marie-Jeanne Lesot
Explications de données et de classifieurs : quelques méthodes et risques notables. EGC (2021)
Adam Faci, Marie-Jeanne Lesot, Claire Laudy
Fuzzy Conceptual Graphs: A comparative discussion. SSCI (2021)
Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert, Ronald R. Yager
Flexible Querying Using Disjunctive Concepts. FQAS (2021)
Adam Faci, Marie-Jeanne Lesot, Claire Laudy
Fuzzy Conceptual Graphs: a comparative discussion. CoRR (2021)
Marie-Jeanne Lesot, Adrien Revault d'Allonnes
Subspace Clustering and Feature Typicality Degrees: a Prospective Study. FUZZ-IEEE (2020)
Grégory Smits, Ronald R. Yager, Marie-Jeanne Lesot, Olivier Pivert
Concept Membership Modeling Using a Choquet Integral. IPMU (1) (2020)
Amit K. Shukla, Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
Explaining Data Regularities and Anomalies. FUZZ-IEEE (2020)
Marcin Lenart, Andrzej Bielecki, Marie-Jeanne Lesot, Teodora Petrisor, Adrien Revault d'Allonnes
Trust Dynamics: A Case-study on Railway Sensors. SENSORNETS (2019)
Marie-Jeanne Lesot
Subspace Clustering and Some Soft Variants. SUM (2019)
Grégory Smits, Pierre Nerzic, Marie-Jeanne Lesot, Olivier Pivert
FRELS: Fast and Reliable Estimated Linguistic Summaries. FUZZ-IEEE (2019)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. CoRR (2019)
Arthur Guillon, Marie-Jeanne Lesot, Christophe Marsala
A proximal framework for fuzzy subspace clustering. Fuzzy Sets Syst. 366 (2019)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Issues with post-hoc counterfactual explanations: a discussion. CoRR (2019)
Adrien Revault d'Allonnes, Marie-Jeanne Lesot
Study of an Abating Aggregation Operator in Many-Valued Logic. FUZZ-IEEE (2019)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. IJCAI (2019)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
Unjustified Classification Regions and Counterfactual Explanations in Machine Learning. ECML/PKDD (2) (2019)
Marcin Lenart, Andrzej Bielecki, Marie-Jeanne Lesot, Teodora Petrisor, Adrien Revault d'Allonnes
Dynamic Trust Scoring of Railway Sensor Information. ICAISC (2) (2018)
Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Detecting Potential Local Adversarial Examples for Human-Interpretable Defense. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML (2018)
Christophe Marsala, Anne Laurent, Marie-Jeanne Lesot, Maria Rifqi, Arnaud Castelltort
Discovering Ordinal Attributes Through Gradual Patterns, Morphological Filters and Rank Discrimination Measures. SUM (2018)
Grégory Smits, Pierre Nerzic, Olivier Pivert, Marie-Jeanne Lesot
Efficient Generation of Reliable Estimated Linguistic Summaries. FUZZ-IEEE (2018)
Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Detecting Potential Local Adversarial Examples for Human-Interpretable Defense. CoRR (2018)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
Comparison-Based Inverse Classification for Interpretability in Machine Learning. IPMU (1) (2018)
Thibault Laugel, Xavier Renard, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Defining Locality for Surrogates in Post-hoc Interpretablity. CoRR (2018)
Bénédicte Legastelois, Marie-Jeanne Lesot, Adrien Revault d'Allonnes
A Fuzzy Take on Graded Beliefs. EUSFLAT/IWIFSGN (2) (2017)
Sébastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti, Charles Tijus, Marcin Detyniecki
Interpretation of approximate numerical expressions: Computational model and empirical study. Int. J. Approx. Reason. 82 (2017)
Bénédicte Legastelois, Marie-Jeanne Lesot, Adrien Revault d'Allonnes
Typology of axioms for a weighted modal logic. Int. J. Approx. Reason. 90 (2017)
Adrien Revault d'Allonnes, Marie-Jeanne Lesot
If I don't know, should I infer? Reasoning around ignorance in a many-valued framework. IFSA-SCIS (2017)
Marie-Jeanne Lesot, Bernadette Bouchon-Meunier
A local transformation-based constraint-guided GMP compatible with an interpolation scheme. FUZZ-IEEE (2017)
Sébastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti, Charles Tijus, Marcin Detyniecki
How arithmetically fuzzy are we? An empirical comparison of human imprecise calculation and fuzzy arithmetic. FUZZ-IEEE (2017)
Maël Canu, Marie-Jeanne Lesot, Adrien Revault d'Allonnes
Overlapping Community Detection by Local Decentralised Vertex-centred Process. CoRR (2017)
Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
Vocabulary elicitation for informative descriptions of classes. IFSA-SCIS (2017)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
Inverse Classification for Comparison-based Interpretability in Machine Learning. CoRR (2017)
Sébastien Lefort, Elisabetta Zibetti, Marie-Jeanne Lesot, Marcin Detyniecki, Charles Tijus
Dimensions for Automatic Interpretation of Approximate Numerical Expressions: An empirical study. IUI (2017)
Valerie V. Cross, Marie-Jeanne Lesot
Fuzzy inferences using geometric compatibility or using graduality and ambiguity constraints. FUZZ-IEEE (2017)
Arthur Guillon, Marie-Jeanne Lesot, Christophe Marsala
Laplacian regularization for fuzzy subspace clustering. FUZZ-IEEE (2017)
Marie-Jeanne Lesot, Gilles Moyse, Bernadette Bouchon-Meunier
Interpretability of fuzzy linguistic summaries. Fuzzy Sets Syst. 292 (2016)
Gilles Moyse, Marie-Jeanne Lesot
Linguistic summaries of locally periodic time series. Fuzzy Sets Syst. 285 (2016)
Bénédicte Legastelois, Marie-Jeanne Lesot, Adrien Revault d'Allonnes
Negation of Graded Beliefs. IPMU (2) (2016)
Maël Canu, Marie-Jeanne Lesot, Adrien Revault d'Allonnes
Overlapping Community Detection by Local Decentralised Vertex-Centred Process. ICDM Workshops (2016)
Arthur Guillon, Marie-Jeanne Lesot, Christophe Marsala, Nikhil R. Pal
Proximal Optimization for Fuzzy Subspace Clustering. IPMU (1) (2016)
Maël Canu, Marie-Jeanne Lesot, Adrien Revault d'Allonnes
Vertex-centred Method to Detect Communities in Evolving Networks. CoRR (2016)
Sébastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti, Charles Tijus, Marcin Detyniecki
How Much Is "About"? Fuzzy Interpretation of Approximate Numerical Expressions. IPMU (1) (2016)
Michaël Blot, Marie-Jeanne Lesot, Marcin Detyniecki
Transformation-based constraint-guided Generalised Modus Ponens. FUZZ-IEEE (2016)
Maël Canu, Marie-Jeanne Lesot, Adrien Revault d'Allonnes
Vertex-centred Method to Detect Communities in Evolving Networks. COMPLEX NETWORKS (2016)
Adrien Revault d'Allonnes, Marie-Jeanne Lesot
Dynamics of trust building: Models of information cross-checking in a multivalued logic framework. FUZZ-IEEE (2015)
Anne Laurent, Marie-Jeanne Lesot, Maria Rifqi
Mining Emerging Gradual Patterns. IFSA-EUSFLAT (2015)
Maël Canu, Marcin Detyniecki, Marie-Jeanne Lesot, Adrien Revault d'Allonnes
Fast community structure local uncovering by independent vertex-centred process. ASONAM (2015)
Maël Canu, Marcin Detyniecki, Marie-Jeanne Lesot, Adrien Revault d'Allonnes
Fast community structure local uncovering by independent vertex-centred process. CoRR (2015)
Gilles Moyse, Marie-Jeanne Lesot, Bernadette Bouchon-Meunier
Oppositions in Fuzzy Linguistic Summaries. FUZZ-IEEE (2015)
Amal Oudni, Marie-Jeanne Lesot, Maria Rifqi, Rosangela Ballini
Analysis of the emission of American Depositary Receipts of Brazilian companies through the extraction of linguistic summaries. FUZZ-IEEE (2015)
Marcin Detyniecki, Marie-Jeanne Lesot, Paul Moncuquet
Intuitionistic Fuzzy Tautology Definitions for the Validity of Intuitionistic Fuzzy Implications: An Experimental Study. IEEE Conf. on Intelligent Systems (1) (2014)
Fabon Dzogang, Marie-Jeanne Lesot, Maria Rifqi
Apprentissage de concepts émotionnels à partir de descripteurs bas niveau. Rev. d'Intelligence Artif. 28 (1) (2014)
Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
A Vocabulary Revision Method Based on Modality Splitting. IPMU (3) (2014)
Amal Oudni, Marie-Jeanne Lesot, Maria Rifqi
Accelerating Effect of Attribute Variations: Accelerated Gradual Itemsets Extraction. IPMU (2) (2014)
Adrien Revault d'Allonnes, Marie-Jeanne Lesot
Formalising Information Scoring in a Multivalued Logic Framework. IPMU (1) (2014)
Marie-Jeanne Lesot
Bridging the Emotional Gap - From Objective Representations to Subjective Interpretations. KEOD (2014)
Gilles Moyse, Marie-Jeanne Lesot
Fast and Incremental Computation for the Erosion Score. IPMU (1) (2014)
Amal Oudni, Marie-Jeanne Lesot, Maria Rifqi
Processing contradiction in gradual itemset extraction. FUZZ-IEEE (2013)

Marie-Jeanne Lesot.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Marie-Jeanne Lesot