Yacine Izza

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 32

Top Topics

Theoretical Underpinnings

Top Venues

Publications

Yacine Izza, Alexey Ignatiev, Peter J. Stuckey, João Marques-Silva
Delivering Inflated Explanations. AAAI (2024)
Yacine Izza, Xuanxiang Huang, António Morgado, Jordi Planes, Alexey Ignatiev, João Marques-Silva
Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation. CoRR (2024)
Gagan Biradar, Yacine Izza, Elita A. Lobo, Vignesh Viswanathan, Yair Zick
Axiomatic Aggregations of Abductive Explanations. AAAI (2024)
Yacine Izza, João Marques-Silva
On Computing Relevant Features for Explaining NBCs. ENIGMA@KR (2023)
Yacine Izza, Alexey Ignatiev, João Marques-Silva
On Tackling Explanation Redundancy in Decision Trees (Extended Abstract). IJCAI (2023)
Yacine Izza, João Marques-Silva
The Pros and Cons of Adversarial Robustness. CoRR (2023)
Xuanxiang Huang, Yacine Izza, João Marques-Silva
Solving Explainability Queries with Quantification: The Case of Feature Relevancy. AAAI (2023)
Yacine Izza, Xuanxiang Huang, Alexey Ignatiev, Nina Narodytska, Martin C. Cooper, João Marques-Silva
On computing probabilistic abductive explanations. Int. J. Approx. Reason. 159 (2023)
Gagan Biradar, Yacine Izza, Elita Lobo, Vignesh Viswanathan, Yair Zick
Axiomatic Aggregations of Abductive Explanations. CoRR (2023)
Yacine Izza, Alexey Ignatiev, Peter J. Stuckey, João Marques-Silva
Delivering Inflated Explanations. CoRR (2023)
Yacine Izza, Kuldeep S. Meel, João Marques-Silva
Locally-Minimal Probabilistic Explanations. CoRR (2023)
Alexey Ignatiev, Yacine Izza, Peter J. Stuckey, João Marques-Silva
Using MaxSAT for Efficient Explanations of Tree Ensembles. AAAI (2022)
Yacine Izza, Alexey Ignatiev, João Marques-Silva
On Tackling Explanation Redundancy in Decision Trees. J. Artif. Intell. Res. 75 (2022)
Xuanxiang Huang, Yacine Izza, Alexey Ignatiev, Martin C. Cooper, Nicholas Asher, João Marques-Silva
Tractable Explanations for d-DNNF Classifiers. AAAI (2022)
Yacine Izza, Xuanxiang Huang, Alexey Ignatiev, Nina Narodytska, Martin C. Cooper, João Marques-Silva
On Computing Probabilistic Abductive Explanations. CoRR (2022)
Yacine Izza, João Marques-Silva
On Computing Relevant Features for Explaining NBCs. CoRR (2022)
Yacine Izza, Alexey Ignatiev, Nina Narodytska, Martin C. Cooper, João Marques-Silva
Provably Precise, Succinct and Efficient Explanations for Decision Trees. CoRR (2022)
Yacine Izza, Alexey Ignatiev, João Marques-Silva
On Tackling Explanation Redundancy in Decision Trees. CoRR (2022)
Xuanxiang Huang, Yacine Izza, Alexey Ignatiev, Martin C. Cooper, Nicholas Asher, João Marques-Silva
Efficient Explanations for Knowledge Compilation Languages. CoRR (2021)
Yacine Izza, Alexey Ignatiev, Nina Narodytska, Martin C. Cooper, João Marques-Silva
Efficient Explanations With Relevant Sets. CoRR (2021)
Yacine Izza, João Marques-Silva
On Explaining Random Forests with SAT. CoRR (2021)
Xuanxiang Huang, Yacine Izza, Alexey Ignatiev, João Marques-Silva
On Efficiently Explaining Graph-Based Classifiers. KR (2021)
Xuanxiang Huang, Yacine Izza, Alexey Ignatiev, João Marques-Silva
On Efficiently Explaining Graph-Based Classifiers. CoRR (2021)
Yacine Izza, João Marques-Silva
On Explaining Random Forests with SAT. IJCAI (2021)
Sihem Belabbes, Yacine Izza, Nizar Mhadhbi, Tri-Thuc Vo, Karim Tabia, Salem Benferhat
An Ontology-based Approach for Building and Querying ICH Video Datasets. ICAART (1) (2020)
Yacine Izza, Saïd Jabbour, Badran Raddaoui, Abdelhamid Boudane
On the Enumeration of Association Rules: A Decomposition-based Approach. IJCAI (2020)
Yacine Izza, Alexey Ignatiev, João Marques-Silva
On Explaining Decision Trees. CoRR (2020)
Sihem Belabbes, Chi Wee Tan, Tri-Thuc Vo, Yacine Izza, Karim Tabia, Sylvain Lagrue, Salem Benferhat
Query Answering from Traditional Dance Videos: Case Study of Zapin Dances. ICTAI (2019)
Éric Grégoire, Yacine Izza, Jean-Marie Lagniez
Boosting MCSes Enumeration. IJCAI (2018)
Éric Grégoire, Yacine Izza, Du Zhang
On Admissible Consensuses. Int. J. Artif. Intell. Tools 27 (1) (2018)
Éric Grégoire, Yacine Izza, Jean-Marie Lagniez
On Computing One Max_Subset Inclusion Consensus. ICTAI (2017)
Éric Grégoire, Yacine Izza, Jean-Marie Lagniez
On the Extraction of One Maximal Information Subset That Does Not Conflict with Multiple Contexts. AAAI (2016)