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Jean-Baptiste Excoffier

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2020 – today

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2025
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Elodie Escriva, Tom Lefrere, Manon Martin, Julien Aligon, Alexandre Chanson, Jean-Baptiste Excoffier, Nicolas Labroche, Chantal Soulé-Dupuy, Paul Monsarrat:
Effective data exploration through clustering of local attributive explanations. Inf. Syst. 127: 102464 (2025)
2024
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  - journals/corr/abs-2401-01943
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Jean-Baptiste Excoffier, Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Keno K. Bressem, Matthieu Ortala:
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models. CoRR abs/2401.01943 (2024)
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  - journals/corr/abs-2401-14490
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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:
LongHealth: A Question Answering Benchmark with Long Clinical Documents. CoRR abs/2401.14490 (2024)
2023
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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)
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Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy:
How to Make the Most of Local Explanations: Effective Clustering Based on Influences. ADBIS 2023: 146-160
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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
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  - journals/isf/FerrettiniEAES22
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Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy:
Coalitional Strategies for Efficient Individual Prediction Explanation. Inf. Syst. Frontiers 24(1): 49-75 (2022)
[j1]
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  - journals/mbec/ExcoffierSORCJ22
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Jean-Baptiste Excoffier, Noémie Salaün-Penquer, Matthieu Ortala, Mathilde Raphaël-Rousseau, Christos Chouaid, Camille Jung:
Analysis of COVID-19 inpatients in France during first lockdown of 2020 using explainability methods. Medical Biol. Eng. Comput. 60(6): 1647-1658 (2022)
[c3]
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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
[c2]
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Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy:
Stratégies coalitionnelles pour une explication efficace des prédictions individuelles. EGC 2022: 395-402
[c1]
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  - conf/mie/ExcoffierEAO22
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Jean-Baptiste Excoffier, Elodie Escriva, Julien Aligon, Matthieu Ortala:
Local Explanation-Based Method for Healthcare Risk Stratification. MIE 2022: 555-556
2021
[i1]
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  - journals/corr/abs-2104-00765
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Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy:
Coalitional strategies for efficient individual prediction explanation. CoRR abs/2104.00765 (2021)

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