Emmanuel Doumard

According to our database, Emmanuel Doumard authored at least 8 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Challenges of Explainability in Continual Learning for Time Series Forecasting.

Quentin Besnard, Emmanuel Doumard, Nicolas Labroche, Nicolas Ragot, Nicolas Ringuet

Proceedings of the Workshops of the EDBT/ICDT 2026 Joint Conference co-located with the EDBT/ICDT 2025 Joint Conference, 2026

2025

Exploring Local Feature Influences with Hierarchical Explanation Trees.

Emmanuel Doumard, Julien Aligon, Paul Monsarrat, Nicolas Labroche, Alexandre Chanson

Proceedings of the Advances in Databases and Information Systems, 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

L'explicabilité au service de l'extraction de connaissances : application à des données médicales.

Robin Cugny, Emmanuel Doumard, Elodie Escriva, Haomiao Wang

CoRR, 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

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

Processing Fuzzy Relational Queries Using Fuzzy Views.

Emmanuel Doumard, Olivier Pivert, Grégory Smits, Virginie Thion

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019