Izza, Yacine

12 publications

IJCAI 2025 Most General Explanations of Tree Ensembles Yacine Izza, Alexey Ignatiev, Sasha Rubin, João Marques-Silva, Peter J. Stuckey

AAAI 2024 Axiomatic Aggregations of Abductive Explanations Gagan Biradar, Yacine Izza, Elita A. Lobo, Vignesh Viswanathan, Yair Zick

AAAI 2024 Delivering Inflated Explanations Yacine Izza, Alexey Ignatiev, Peter J. Stuckey, João Marques-Silva

IJCAI 2023 On Tackling Explanation Redundancy in Decision Trees (Extended Abstract) Yacine Izza, Alexey Ignatiev, João Marques-Silva

AAAI 2023 Solving Explainability Queries with Quantification: The Case of Feature Relevancy Xuanxiang Huang, Yacine Izza, João Marques-Silva

JAIR 2022 On Tackling Explanation Redundancy in Decision Trees Yacine Izza, Alexey Ignatiev, João Marques-Silva

AAAI 2022 Tractable Explanations for D-DNNF Classifiers Xuanxiang Huang, Yacine Izza, Alexey Ignatiev, Martin C. Cooper, Nicholas Asher, João Marques-Silva

AAAI 2022 Using MaxSAT for Efficient Explanations of Tree Ensembles Alexey Ignatiev, Yacine Izza, Peter J. Stuckey, João Marques-Silva

IJCAI 2021 On Explaining Random Forests with SAT Yacine Izza, João Marques-Silva

IJCAI 2020 On the Enumeration of Association Rules: A Decomposition-Based Approach Yacine Izza, Saïd Jabbour, Badran Raddaoui, Abdelhamid Boudane

IJCAI 2018 Boosting MCSes Enumeration Éric Grégoire, Yacine Izza, Jean-Marie Lagniez

AAAI 2016 On the Extraction of One Maximal Information Subset That Does Not Conflict with Multiple Contexts Éric Grégoire, Yacine Izza, Jean-Marie Lagniez