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On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study


Mar 23, 2022
Veera Raghava Reddy Kovvuri , Siyuan Liu , Monika Seisenberger , Berndt Müller , Xiuyi Fan


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Explainable Decision Making with Lean and Argumentative Explanations


Jan 24, 2022
Xiuyi Fan , Francesca Toni

* JAIR submission. 74 pages (50 excluding proofs, appendix, and references) 

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Towards a Shapley Value Graph Framework for Medical peer-influence


Dec 29, 2021
Jamie Duell , Monika Seisenberger , Gert Aarts , Shangming Zhou , Xiuyi Fan

* Preliminary work - to be expanded and amended 

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Evaluating the Correctness of Explainable AI Algorithms for Classification


May 20, 2021
Orcun Yalcin , Xiuyi Fan , Siyuan Liu


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An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques


May 05, 2020
Xiuyi Fan , Siyuan Liu , Jiarong Chen , Thomas C. Henderson


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Explainable AI for Classification using Probabilistic Logic Inference


May 05, 2020
Xiuyi Fan , Siyuan Liu , Thomas C. Henderson


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