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Journal Articles
- 2022
[j1]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
:
On the explanatory power of Boolean decision trees. Data Knowl. Eng. 142: 102088 (2022)
Conference and Workshop Papers
- 2024
- [c9]Fatoumata Dama, Rita Sleiman, Steve Bellart:
Introduire l'IA dans la lutte contre la fraude - Comment choisir et convaincre ? APIA 2024: 133-136 - 2023
- [c8]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Sur les explications abductives préférées pour les arbres de décision et les forêts aléatoires. EGC 2023: 507-514 - [c7]Gilles Audemard, Steve Bellart, Louenas Bounia, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski:
PyXAI : calculer en Python des explications pour des modèles d'apprentissage supervisé. EGC 2023: 581-588 - [c6]Gilles Audemard, Steve Bellart, Jean-Marie Lagniez, Pierre Marquis:
Computing Abductive Explanations for Boosted Regression Trees. IJCAI 2023: 3432-3441 - 2022
- [c5]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Trading Complexity for Sparsity in Random Forest Explanations. AAAI 2022: 5461-5469 - [c4]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Les raisons majoritaires : des explications abductives pour les forêts aléatoires. EGC 2022: 123-134 - [c3]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Sur le pouvoir explicatif des arbres de décision. EGC 2022: 147-158 - [c2]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
On Preferred Abductive Explanations for Decision Trees and Random Forests. IJCAI 2022: 643-650 - 2021
- [c1]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
On the Computational Intelligibility of Boolean Classifiers. KR 2021: 74-86
Informal and Other Publications
- 2021
- [i3]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
On the Computational Intelligibility of Boolean Classifiers. CoRR abs/2104.06172 (2021) - [i2]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
On the Explanatory Power of Decision Trees. CoRR abs/2108.05266 (2021) - [i1]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Trading Complexity for Sparsity in Random Forest Explanations. CoRR abs/2108.05276 (2021)
Coauthor Index
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