Yacine Izza, Alexey Ignatiev and João Marques-Silva – On Tackling Explanation Redundancy in Decision Trees (Extended Abstract) - (IJCAI 2023)
Xuanxiang Huang, Yacine Izza and João Marques-Silva – Solving Explainability Queries with Quantification: The Case of Feature Relevancy - (AAAI 2023)
Yacine Izza and João Marques-Silva – On Computing Relevant Features for Explaining NBCs - (CoRR 2022)
Yacine Izza, Alexey Ignatiev, Nina Narodytska, Martin C. Cooper and João Marques-Silva – Provably Precise, Succinct and Efficient Explanations for Decision Trees - (CoRR 2022)
Alexey Ignatiev, Yacine Izza, Peter Stuckey and João Marques-Silva – Using MaxSAT for Efficient Explanations of Tree Ensembles - (AAAI 2022)
Xuanxiang Huang, Yacine Izza, Alexey Ignatiev, Martin C. Cooper, Nicholas Asher and João Marques-Silva – Tractable Explanations for d-DNNF Classifiers - (AAAI 2022)
Yacine Izza, Alexey Ignatiev and João Marques-Silva – On Tackling Explanation Redundancy in Decision Trees - (CoRR 2022)
Xuanxiang Huang, Yacine Izza, Alexey Ignatiev, Martin C. Cooper, Nicholas Asher and João Marques-Silva – Efficient Explanations for Knowledge Compilation Languages - (CoRR 2021)
Xuanxiang Huang, Yacine Izza, Alexey Ignatiev and João Marques-Silva – On Efficiently Explaining Graph-Based Classifiers - (KR 2021)
Yacine Izza, Alexey Ignatiev, Nina Narodytska, Martin C. Cooper and João Marques-Silva – Efficient Explanations With Relevant Sets - (CoRR 2021)
Yacine Izza and João Marques-Silva – On Explaining Random Forests with SAT - (IJCAI 2021)
Yacine Izza, Alexey Ignatiev and João Marques-Silva – On Explaining Decision Trees - (CoRR 2020)
Yacine Izza, Said Jabbour, Badran Raddaoui and Abdelhamid Boudane – On the Enumeration of Association Rules: A Decomposition-based Approach - (IJCAI 2020)
Sihem Belabbes, Yacine Izza, Tri-Thuc Vo, Karim Tabia and Salem Benferhat - An ontology-based approach for building and querying ICH video datasets - (ICAART 2020)
Sihem Belabbes, Chi Wee Tan, Tri-Thuc Vo, Yacine Izza, Karim Tabia and Salem Benferhat - Query Answering from Traditional Dance Videos: Case Study of Zapin Dances (ICTAI 2019)
Eric Grégoire, Yacine Izza and Jean-Marie Langiez - Boosting MCSes Enumeration - in International Joint Conferences on Artificial Intelligence (IJCAI 2018)
Eric Grégoire, Yacine Izza and Jean-Marie Langiez - On Computing one maximal Consensus - in Twenty-ninth International Conference on Tools with Artificial Intelligence (ICTAI 2017)
Eric Grégoire, Yacine Izza and Jean-Marie Langiez - On the Extraction of One Maximal Information Subset that Does not Conflict with Multiple Contexts - in Thirty AAAI Conference on Artificial Intelligence (AAAI 2016)
Yacine Izza, Xuanxiang Huang, Alexey Ignatiev, Nina Narodytska, Martin C. Cooper and João Marques-Silva – On Computing Probabilistic Abductive Explanations - (IJAR 2023)
Yacine Izza, Alexey Ignatiev and João Marques-Silva – On Tackling Explanation Redundancy in Decision Trees - (JAIR 2022)
Eric Grégoire, Yacine Izza and Du Zhang - On Admissible consensus - International Journal on Artificial Intelligence Tools (IJAIT 2018)