Publications

Articles de conférences internationales

2024 IA explicable Gilles Audemard, Sylvie Coste-Marquis, Pierre Marquis, Mehdi Sabiri, Nicolas Szczepanski, Designing an XAI Interface for Tree-Based ML Models in The 27th European Conference on Artificial Intelligence,2024.

Articles de conférences nationales

2025 Gilles Audemard, Sylvie Coste-Marquis, Pierre Marquis, Mehdi Sabiri, Nicolas Szczepanski, Une interface XAI pour des modèles d'apprentissage automatique à base d'arbres in Extraction et Gestion des Connaissances,vol. E-41, pp. 411-418, 2025.

Rapports techniques

2025 IA explicable Gilles Audemard, Sylvie Coste-Marquis, Pierre Marquis, Mehdi Sabiri, Nicolas Szczepanski, A Rectification-Based Approach for Distilling Boosted Trees into Decision Trees 2025.

2025 IA explicable Gilles Audemard, Sylvie Coste-Marquis, Pierre Marquis, Mehdi Sabiri, Nicolas Szczepanski, Leveraging Association Rules for Better Predictions and Better Explanations 2025.