Yacine Izza

Orcid: 0000-0002-7774-1945

According to our database1, Yacine Izza authored at least 24 papers between 2016 and 2024.

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Bibliography

2024
Delivering Inflated Explanations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Axiomatic Aggregations of Abductive Explanations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
On computing probabilistic abductive explanations.
Int. J. Approx. Reason., August, 2023

Locally-Minimal Probabilistic Explanations.
CoRR, 2023

The Pros and Cons of Adversarial Robustness.
CoRR, 2023

On Computing Relevant Features for Explaining NBCs.
Proceedings of 1st Workshop on AI-driven heterogeneous data management: Completing, 2023

On Tackling Explanation Redundancy in Decision Trees (Extended Abstract).
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Solving Explainability Queries with Quantification: The Case of Feature Relevancy.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
On Tackling Explanation Redundancy in Decision Trees.
J. Artif. Intell. Res., 2022

Provably Precise, Succinct and Efficient Explanations for Decision Trees.
CoRR, 2022

Using MaxSAT for Efficient Explanations of Tree Ensembles.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Tractable Explanations for d-DNNF Classifiers.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Efficient Explanations for Knowledge Compilation Languages.
CoRR, 2021

Efficient Explanations With Relevant Sets.
CoRR, 2021

On Efficiently Explaining Graph-Based Classifiers.
Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021

On Explaining Random Forests with SAT.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
On Explaining Decision Trees.
CoRR, 2020

On the Enumeration of Association Rules: A Decomposition-based Approach.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

An Ontology-based Approach for Building and Querying ICH Video Datasets.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

2019
Query Answering from Traditional Dance Videos: Case Study of Zapin Dances.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018
On Admissible Consensuses.
Int. J. Artif. Intell. Tools, 2018

Boosting MCSes Enumeration.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
On Computing One Max_Subset Inclusion Consensus.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

2016
On the Extraction of One Maximal Information Subset That Does Not Conflict with Multiple Contexts.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016


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