1. Peeking inside the black-box: a survey on explainable artificial intelligence (XAI);Adadi;IEEE Access,2018
2. Visualizing the Effects of predictor variables in black box supervised learning models (arXiv:1612.08468);Apley;arXiv,2019
3. Explainable artificial intelligence (XAI): concepts, taxonomies, opportunities and challenges toward responsible AI;Barredo Arrieta;Inf. Fusion,2020
4. Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models;Biecek,2021
5. Opportunities and challenges in explainable artificial intelligence (XAI): a survey (arXiv:2006.11371);Das;arXiv,2020