“Better” Counterfactuals, Ones People Can Understand: Psychologically-Plausible Case-Based Counterfactuals Using Categorical Features for Explainable AI (XAI)

Author:

Warren GretaORCID,Smyth BarryORCID,Keane Mark T.ORCID

Publisher

Springer International Publishing

Reference45 articles.

1. Gunning, D., Aha, D.W.: DARPA’s explainable artificial intelligence program. AI Mag. 40(2), 44–58 (2019)

2. Adadi, A., Berrada, M.: Peeking inside the black-box: a survey on Explainable Artificial Intelligence (XAI). IEEE Access 6, 52138–52160 (2018)

3. Miller, T.: Explanation in artificial intelligence. Artif. Intell. 267, 1–38 (2019)

4. Goodman, B., Flaxman, S.: European Union regulations on algorithmic decision-making and a “right to explanation.” AI Mag. 38(3), 50–57 (2017)

5. Leake, D., McSherry, D.: Introduction to the special issue on explanation in case-based reasoning. Artif. Intell. Rev. 24(2), 103–108 (2005)

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