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authFullName_s : Emmanuel Doumard
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A comparative study of additive local explanation methods based on feature influences

Emmanuel Doumard , Julien Aligon , Elodie Escriva , Jean-Baptiste Excoffier , Paul Monsarrat , et al.
24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data ((DOLAP 2022), Mar 2022, Edinburgh, United Kingdom. pp.31-40
Conference papers hal-03687554v1
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Explainable machine learning framework to predict personalized physiological aging

David Bernard , Emmanuel Doumard , Isabelle Ader , Philippe Kemoun , Jean‐christophe Pagès , et al.
Aging Cell, 2023, 22 (8), pp.e13872. ⟨10.1111/acel.13872⟩
Journal articles hal-04186426v1
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Systemic Periodontal Risk Score Using an Innovative Machine Learning Strategy: An Observational Study

Paul Monsarrat , David Bernard , Mathieu Marty , Chiara Cecchin-Albertoni , Emmanuel Doumard , et al.
Journal of Personalized Medicine, 2022, 12 (2), pp.217. ⟨10.3390/jpm12020217⟩
Journal articles hal-03687558v1
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L'explicabilité au service de l'extraction de connaissances : application à des données médicales

Robin Cugny , Emmanuel Doumard , Elodie Escriva , Haomiao Wang
EXPLAIN'AI Workshop 2023 - Extraction et Gestion de Connaissances, Jan 2023, Lyon, France. ⟨10.48550/ARXIV.2302.02653⟩
Conference papers hal-03978252v1