Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities

Author:

Saeed WaddahORCID,Omlin Christian

Funder

Universitetet i Agder

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference158 articles.

1. Peeking inside the black-box: A survey on explainable artificial intelligence (XAI);Adadi;IEEE Access,2018

2. Explainable artificial intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI;Barredo Arrieta;Inf. Fusion,2020

3. D. Gunning, Broad Agency Announcement Explainable Artificial Intelligence (XAI), Technical report, 2016.

4. O. Biran, C. Cotton, Explanation and justification in machine learning: A survey, in: IJCAI-17 Workshop on Explainable AI, Vol. 8, XAI, (1) 2017, pp. 8–13.

5. Towards a rigorous science of interpretable machine learning;Doshi-Velez,2017

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