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Journal Articles
- 2023
[j2]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: 102162 (2023)- [j1]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): 4131-4142 (2023)
Conference and Workshop Papers
- 2023
- [c3]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: 315-323 - 2022
- [c2]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: 31-40 - 2019
- [c1]Emmanuel Doumard, Olivier Pivert, Grégory Smits, Virginie Thion:
Processing Fuzzy Relational Queries Using Fuzzy Views. FUZZ-IEEE 2019: 1-6
Informal and Other Publications
- 2023
- [i1]Robin Cugny, Emmanuel Doumard, Elodie Escriva, Haomiao Wang:
L'explicabilité au service de l'extraction de connaissances : application à des données médicales. CoRR abs/2302.02653 (2023)
Coauthor Index
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