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Yu-liang Chou
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引用次数
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Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications
YL Chou, C Moreira, P Bruza, C Ouyang, J Jorge
Information Fusion 81, 59-83, 2022
1822022
LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models
C Moreira, YL Chou, M Velmurugan, C Ouyang, R Sindhgatta, P Bruza
Decision Support Systems 150, 113561, 2021
572021
Benchmarking Counterfactual Algorithms for XAI: From White Box to Black Box
C Moreira, YL Chou, C Hsieh, C Ouyang, J Jorge, JM Pereira
arXiv preprint arXiv:2203.02399, 2022
72022
An interpretable probabilistic approach for demystifying black-box predictive models
C Moreira, YL Chou, M Velmurugan, C Ouyang, R Sindhgatta, P Bruza
arXiv preprint arXiv:2007.10668, 2020
42020
Counterfactuals in explainable artificial intelligence: Theory, algorithms, and applications
YLL Chou
Queensland University of Technology, 2024
2024
Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box
C Moreira, YL Chou, C Hsieh, C Ouyang, J Pereira, J Jorge
ACM Computing Surveys, 2024
2024
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