Jean-Baptiste Excoffier

13 papers C 2Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
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 J jnl
LongHealth: A Question Answering Benchmark with Long Clinical Documents.
J. Heal. Informatics Res.
Lisa Adams, Felix Busch, Tianyu Han, Jean-Baptiste Excoffier, Matthieu Ortala, Alexander Löser, Hugo J. W. L. Aerts, Jakob Nikolas Kather, Daniel Truhn, Keno K. Bressem
2024 J jnl
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models.
CoRR
Jean-Baptiste Excoffier, Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Keno K. Bressem, Matthieu Ortala
2024 J jnl
LongHealth: A Question Answering Benchmark with Long Clinical Documents.
CoRR
Lisa Adams, Felix Busch, Tianyu Han, Jean-Baptiste Excoffier, Matthieu Ortala, Alexander Löser, Hugo J. W. L. Aerts, Jakob Nikolas Kather, Daniel Truhn, Keno K. Bressem
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 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
2022 J jnl
Analysis of COVID-19 inpatients in France during first lockdown of 2020 using explainability methods.
Medical Biol. Eng. Comput.
Jean-Baptiste Excoffier, Noémie Salaün-Penquer, Matthieu Ortala, Mathilde Raphaël-Rousseau, Christos Chouaid, Camille Jung
2022 J jnl
Coalitional Strategies for Efficient Individual Prediction Explanation.
Inf. Syst. Frontiers
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
2022 — conf
Local Explanation-Based Method for Healthcare Risk Stratification.
MIE
Jean-Baptiste Excoffier, Elodie Escriva, Julien Aligon, Matthieu Ortala
2022 — conf
Stratégies coalitionnelles pour une explication efficace des prédictions individuelles.
EGC
Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
2021 J jnl
Coalitional strategies for efficient individual prediction explanation.
CoRR
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy