Paul Monsarrat

12 papers C 3Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Expert-guided multi-objective optimization: An efficient strategy for parameter estimation of biological systems with limited data.
Biosyst.
Léa Da Costa Fernandes, David Bernard, François Pérès, Paul Monsarrat, Béatrice Cousin, Sylvain Cussat-Blanc
2025 J jnl
Effective data exploration through clustering of local attributive explanations.
Inf. Syst.
Elodie Escriva, Tom Lefrere, Manon Martin, Julien Aligon, Alexandre Chanson, Jean-Baptiste Excoffier, Nicolas Labroche, Chantal Soulé-Dupuy, Paul Monsarrat
2025 C conf
Exploring Local Feature Influences with Hierarchical Explanation Trees.
ADBIS
Emmanuel Doumard, Julien Aligon, Paul Monsarrat, Nicolas Labroche, Alexandre Chanson
2025 J jnl
auto-xFS: An explanation-based feature selection tool for more meaningful and trustworthy machine learning models.
SoftwareX
Haomiao Wang, Julien Aligon, Haoran Zhou, Chantal Soulé-Dupuy, Paul Monsarrat
2023 J jnl
A quantitative approach for the comparison of additive local explanation methods.
Inf. Syst.
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
2023 — conf
Data Exploration Based on Local Attribution Explanation: A Medical Use Case.
ADBIS (Short Papers)
Elodie Escriva, Emmanuel Doumard, Jean-Baptiste Excoffier, Julien Aligon, Paul Monsarrat, Chantal Soulé-Dupuy
2023 — conf
Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium.
ADBIS (Short Papers)
Adam Przybylek, Aleksandra Karpus, Allel Hadjali, Anton Dignös, Carmem S. Hara, Danae Pla Karidi, Ester Zumpano, Fabio Persia, Genoveva Vargas-Solar, George Papastefanatos, Giancarlo Sperlì, Giorgos Giannopoulos, Ivan Lukovic, Julien Aligon, Manolis Terrovitis, Marek Grzegorowski, Mariella Bonomo, Mirian Halfeld Ferrari Alves, Nicolas Labroche, Paul Monsarrat, Richard Chbeir, Sana Sellami, Seshu Tirupathi, Simona E. Rombo, Slavica Kordic, Sonja Ristic, Tommaso Di Noia, Torben Bach Pedersen, Vincenzo Moscato
2023 J jnl
Explanations as a New Metric for Feature Selection: A Systematic Approach.
IEEE J. Biomed. Health Informatics
Haomiao Wang, Emmanuel Doumard, Chantal Soulé-Dupuy, Philippe Kémoun, Julien Aligon, Paul Monsarrat
2023 C conf
How to Make the Most of Local Explanations: Effective Clustering Based on Influences.
ADBIS
Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
2022 C conf
A Comparative Study of Additive Local Explanation Methods based on Feature Influences.
DOLAP
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
2019 J jnl
The progressive substitution of hazard ratios for relative risks in biomedical research.
Scientometrics
Paul Monsarrat, Jean-Noel Vergnes
2018 J jnl
Data mining of effect sizes from PubMed abstracts: a cross-study conceptual replication.
Bioinform.
Paul Monsarrat, Jean-Noel Vergnes