Paul Monsarrat

According to our database, Paul Monsarrat authored at least 9 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Effective data exploration through clustering of local attributive explanations.

Elodie Escriva, Tom Lefrere, Manon Martin, Julien Aligon, Alexandre Chanson, Jean-Baptiste Excoffier, Nicolas Labroche, Chantal Soulé-Dupuy, Paul Monsarrat

Inf. Syst., 2025

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, August, 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., March, 2023

Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium.

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

Proceedings of the New Trends in Database and Information Systems, 2023

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

Proceedings of the New Trends in Database and Information Systems, 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

Proceedings of the Advances in Databases and Information Systems, 2023

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

Proceedings of the 24th International Workshop on Design, 2022

2019

The progressive substitution of hazard ratios for relative risks in biomedical research.

Paul Monsarrat, Jean-Noel Vergnes

Scientometrics, 2019

2018

Data mining of effect sizes from PubMed abstracts: a cross-study conceptual replication.

Paul Monsarrat, Jean-Noel Vergnes

Bioinform., 2018