Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation Methods

Author:

Darias Jesus M.,Caro-Martínez Marta,Díaz-Agudo Belén,Recio-Garcia Juan A.

Publisher

Springer International Publishing

Reference22 articles.

1. Apley, D.W., Zhu, J.: Visualizing the effects of predictor variables in black box supervised learning models. J. Roy. Stat. Soc. 82(4), 1059–1086 (2020)

2. Arrieta, A.B., et al.: Explainable Artificial Intelligence (XAI): concepts, taxonomies, opportunities and challenges toward responsible AI. Inf. Fusion 58, 82–115 (2020)

3. Arya, V., et al.: AI explainability 360: an extensible toolkit for understanding data and machine learning models. J. Mach. Learn. Res. 21(130), 1–6 (2020)

4. Darias, J.M., et al.: A systematic review on model-agnostic XAI libraries, vol. 3017, pp. 28–39 (2021)

5. Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence);D Doyle,2004

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