Steve Bellart - Doctorant
Coordonnées
- poste
- bellart@cril.univ-artois.fr
- http://www.cril.univ-artois.fr/~bellart/
-
- fac
UFR des Sciences Jean Perrin
Rue Jean Souvraz SP 18
62307 Lens Cedex
France
Diplôme en cours ou obtenu en étant au CRIL
Axes de recherche
- Contraintes
- Données
- Connaissances
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Projet récent
- ANR CHAIRE IA EXPEKCTATION 2020-2025
Logiciel
Publications
Articles de revues internationales
2022 Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, On the explanatory power of Boolean decision trees in Data and Knowledge Engineering,vol. 142, pp. 102088, 2022.
2022 Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, On the Explanatory Power of Boolean Decision Trees * in Data and Knowledge Engineering,vol. 142, pp. 102088, 2022.
Articles de conférences internationales
2022 Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Trading Complexity for Sparsity in Random Forest Explanations in AAAI Conference on Artificial Intelligence,2022.
2022 Gilles Audemard, Steve Bellart, Louenas Bounia, Frederic Koriche, Jean-Marie Lagniez, Pierre Marquis, On Preferred Abductive Explanations for Decision Trees and Random Forests in Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22},International Joint Conferences on Artificial Intelligence Organization, pp. 643-650, 2022.
2021 Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, On the Computational Intelligibility of Boolean Classifiers in 18th International Conference on Principles of Knowledge Representation and Reasoning {KR-2021},International Joint Conferences on Artificial Intelligence Organization, pp. 74-86, 2021.
Articles de conférences nationales
2022 Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Sur le pouvoir explicatif des arbres de décision in Extraction et Gestion des Connaissances, EGC,Editions RNTI, vol. E-38, pp. 147-158, 2022.
2022 Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Les raisons majoritaires : des explications abductives pour les forêts aléatoires in 22ème Conférence francophone sur l'Extraction et Gestion des Connaissances (EGC 2022),Editions RNTI, pp. 123-134, 2022.