| 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 | 31 | 2023 |
| 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 | 25 | 2022 |
| 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 | 20 | 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 | 9 | 2022 |
| 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 | 7 | 2023 |
| 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 | 5* | 2023 |
| Stratégies coalitionnelles pour une explication efficace des prédictions individuelles E Escriva, G Ferrettini, J Aligon, JB Excoffier, C Soulé-Dupuy 22ème Conférence francophone sur l'Extraction et la Gestion des …, 2022 | 4 | 2022 |
| Effective data exploration through clustering of local attributive explanations E Escriva, T Lefrere, M Martin, J Aligon, A Chanson, JB Excoffier, ... Information Systems 127, 102464, 2025 | | 2025 |
| Amélioration des explications attributives locales pour appuyer l'analyse prédictive par apprentissage automatique: application au secteur de la santé et aux outils d'aide à la … E Escriva | | 2024 |
| Improving local attributive explanations to support predictive analysis using machine learning: application to the healthcare field and medical decision support tools. E Escriva Université Toulouse Capitole, 2023 | | 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 |
Julien AligonUniversité Toulouse Capitole - IRIT and RESTORE labs - SIG TeamEmail được xác minh tại irit.fr