Coalitional strategies for efficient individual prediction explanation G Ferrettini, E Escriva, J Aligon, JB Excoffier, C Soulé-Dupuy Information Systems Frontiers 24 (1), 49-75, 2022 | 19 | 2022 |
A quantitative approach for the comparison of additive local explanation methods E Doumard, J Aligon, E Escriva, JB Excoffier, P Monsarrat, ... Information Systems 114, 102162, 2023 | 12 | 2023 |
A comparative study of additive local explanation methods based on feature influences E Doumard, J Aligon, E Escriva, JB Excoffier, P Monsarrat, ... 24th International Workshop on Design, Optimization, Languages and …, 2022 | 12 | 2022 |
Local explanation-based method for healthcare risk stratification JB Excoffier, E Escriva, J Aligon, M Ortala Challenges of Trustable AI and Added-Value on Health, 555-556, 2022 | 4 | 2022 |
Data Exploration Based on Local Attribution Explanation: A Medical Use E Escriva, E Doumard, JB Excoffier, J Aligon, P Monsarrat, ... New Trends in Database and Information Systems: ADBIS 2023 Short Papers …, 2023 | 2* | 2023 |
How to make the most of local explanations: effective clustering based on influences E Escriva, J Aligon, JB Excoffier, P Monsarrat, C Soulé-Dupuy European Conference on Advances in Databases and Information Systems, 146-160, 2023 | 1 | 2023 |
L'explicabilit\'e au service de l'extraction de connaissances: application\a des donn\'ees m\'edicales R Cugny, E Doumard, E Escriva, H Wang arXiv preprint arXiv:2302.02653, 2023 | | 2023 |
Stratégies coalitionnelles pour une explication efficace des prédictions individuelles E Escriva, G Ferrettini, J Aligon, JB Excoffier, C Soulé-Dupuy Conférence francophone sur l'Extraction et la Gestion des Connaissances (EGC …, 2022 | | 2022 |