Emmanuel Doumard

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Feature Selection And Classification

Similarity Metric

Relational Queries

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
A quantitative approach for the comparison of additive local explanation methods. Inf. Syst. 114 (2023)
Elodie Escriva, Emmanuel Doumard, Jean-Baptiste Excoffier, Julien Aligon, Paul Monsarrat, Chantal Soulé-Dupuy
Data Exploration Based on Local Attribution Explanation: A Medical Use Case. ADBIS (Short Papers) (2023)
Robin Cugny, Emmanuel Doumard, Elodie Escriva, Haomiao Wang
L'explicabilité au service de l'extraction de connaissances : application à des données médicales. CoRR (2023)
Haomiao Wang, Emmanuel Doumard, Chantal Soulé-Dupuy, Philippe Kémoun, Julien Aligon, Paul Monsarrat
Explanations as a New Metric for Feature Selection: A Systematic Approach. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
A Comparative Study of Additive Local Explanation Methods based on Feature Influences. DOLAP (2022)
Emmanuel Doumard, Olivier Pivert, Grégory Smits, Virginie Thion
Processing Fuzzy Relational Queries Using Fuzzy Views. FUZZ-IEEE (2019)