Elodie Escriva

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Coalitional Games

Weak Classifiers

Data From Different Sources

Top Venues

Publications

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)
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 (2023)
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)
Robin Cugny, Emmanuel Doumard, Elodie Escriva, Haomiao Wang
L'explicabilité au service de l'extraction de connaissances : application à des données médicales. CoRR (2023)
Jean-Baptiste Excoffier, Elodie Escriva, Julien Aligon, Matthieu Ortala
Local Explanation-Based Method for Healthcare Risk Stratification. MIE (2022)
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)
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Coalitional Strategies for Efficient Individual Prediction Explanation. Inf. Syst. Frontiers 24 (1) (2022)
Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Stratégies coalitionnelles pour une explication efficace des prédictions individuelles. EGC (2022)
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Coalitional strategies for efficient individual prediction explanation. CoRR (2021)