Paul Monsarrat

dblp:223/8410 · DBLP profile ↗
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5ranked-venue papers in the field
0as first author
5since 2021 · last 2025
0000-0002-5473-6035ORCID · corroborated

Domains — venue-derived; a paper can count in several

Database Systems & Data Management · 5
YearPublicationVenuePosition
2025 Exploring Local Feature Influences with Hierarchical Explanation Trees
Emmanuel Doumard, Julien Aligon, Paul Monsarrat, Nicolas Labroche, Alexandre Chanson
ADBIS3
2025 Effective data exploration through clustering of local attributive explanations
abstract
International audience
Elodie Escriva, Tom Lefrere, Manon Martin, Julien Aligon, Alexandre Chanson, Jean-Baptiste Excoffier, Nicolas Labroche, Chantal Soulé-Dupuy, Paul Monsarrat
Inf. Syst.9
2023 How to Make the Most of Local Explanations: Effective Clustering Based on Influences
Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
ADBIS4
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.5
2022 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
DOLAP5