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Yacine IZZA
Yacine IZZA
Geverifieerd e-mailadres voor comp.nus.edu.sg - Homepage
Titel
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Geciteerd door
Jaar
On explaining decision trees
Y Izza, A Ignatiev, J Marques-Silva
arXiv preprint arXiv:2010.11034, 2020
882020
On explaining random forests with SAT
Y Izza, J Marques-Silva
arXiv preprint arXiv:2105.10278, 2021
582021
On efficiently explaining graph-based classifiers
X Huang, Y Izza, A Ignatiev, J Marques-Silva
arXiv preprint arXiv:2106.01350, 2021
482021
On tackling explanation redundancy in decision trees
Y Izza, A Ignatiev, J Marques-Silva
Journal of Artificial Intelligence Research 75, 261-321, 2022
412022
Using MaxSAT for efficient explanations of tree ensembles
A Ignatiev, Y Izza, PJ Stuckey, J Marques-Silva
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 3776-3785, 2022
362022
Boosting MCSes Enumeration.
É Grégoire, Y Izza, JM Lagniez
IJCAI, 1309-1315, 2018
322018
Tractable explanations for d-DNNF classifiers
X Huang, Y Izza, A Ignatiev, M Cooper, N Asher, J Marques-Silva
Proceedings of the AAAI Conference on Artificial Intelligence 36 (5), 5719-5728, 2022
312022
Efficient explanations with relevant sets
Y Izza, A Ignatiev, N Narodytska, MC Cooper, J Marques-Silva
arXiv preprint arXiv:2106.00546, 2021
212021
On computing probabilistic abductive explanations
Y Izza, X Huang, A Ignatiev, N Narodytska, M Cooper, J Marques-Silva
International Journal of Approximate Reasoning 159, 108939, 2023
132023
Efficient explanations for knowledge compilation languages
X Huang, Y Izza, A Ignatiev, MC Cooper, N Asher, J Marques-Silva
arXiv preprint arXiv:2107.01654, 2021
122021
Solving explainability queries with quantification: The case of feature relevancy
X Huang, Y Izza, J Marques-Silva
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 3996-4006, 2023
82023
Provably precise, succinct and efficient explanations for decision trees
Y Izza, A Ignatiev, N Narodytska, MC Cooper, J Marques-Silva
arXiv preprint arXiv:2205.09569, 2022
82022
On the enumeration of association rules: A decomposition-based approach
Y Izza, S Jabbour, B Raddaoui, A Boudane
Twenty-Ninth International Joint Conference on Artificial Intelligence …, 2021
82021
On computing relevant features for explaining NBCs
Y Izza, J Marques-Silva
arXiv preprint arXiv:2207.04748, 2022
72022
On the extraction of one maximal information subset that does not conflict with multiple contexts
É Grégoire, Y Izza, JM Lagniez
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
52016
On explaining decision trees. CoRR abs/2010.11034 (2020)
Y Izza, A Ignatiev, J Marques-Silva
arXiv preprint arXiv:2010.11034, 2010
52010
Axiomatic Aggregations of Abductive Explanations
G Biradar, Y Izza, E Lobo, V Viswanathan, Y Zick
Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11096 …, 2024
22024
Delivering inflated explanations
Y Izza, A Ignatiev, PJ Stuckey, J Marques-Silva
Proceedings of the AAAI Conference on Artificial Intelligence 38 (11), 12744 …, 2024
22024
Query Answering from Traditional Dance Videos: Case Study of Zapin Dances
S Belabbes, CW Tan, TT Vo, Y Izza, K Tabia, S Lagrue, S Benferhat
2019 IEEE 31st International Conference on Tools with Artificial …, 2019
22019
Locally-Minimal Probabilistic Explanations
Y Izza, KS Meel, J Marques-Silva
arXiv preprint arXiv:2312.11831, 2023
2023
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Artikelen 1–20