Processing Fuzzy Relational Queries Using Fuzzy Views. - Emmanuel Doumard; Olivier Pivert; Grégory Smits; Virginie Thion (FUZZ-IEEE, 2019)

A Comparative Study of Additive Local Explanation Methods based on Feature Influences. - Emmanuel Doumard; Julien Aligon; Elodie Escriva; Jean-Baptiste Excoffier; Paul Monsarrat; Chantal Soulé-Dupuy (DOLAP, 2022)

Data Exploration Based on Local Attribution Explanation: A Medical Use Case. - Elodie Escriva; Emmanuel Doumard; Jean-Baptiste Excoffier; Julien Aligon; Paul Monsarrat; Chantal Soulé-Dupuy (ADBIS (Short Papers), 2023)

L'explicabilité au service de l'extraction de connaissances : application à des données médicales. - Robin Cugny; Emmanuel Doumard; Elodie Escriva; Haomiao Wang (CoRR, 2023)

A quantitative approach for the comparison of additive local explanation methods. - Emmanuel Doumard; Julien Aligon; Elodie Escriva; Jean-Baptiste Excoffier; Paul Monsarrat; Chantal Soulé-Dupuy (Inf. Syst., 2023)

Explanations as a New Metric for Feature Selection: A Systematic Approach. - Haomiao Wang; Emmanuel Doumard; Chantal Soulé-Dupuy; Philippe Kémoun; Julien Aligon; Paul Monsarrat (IEEE J. Biomed. Health Informatics, 2023)