Benchmarking and survey of explanation methods for black box models - Bodria, Francesco; Giannotti, Fosca; Guidotti, Riccardo; Naretto, Francesca; Pedreschi, Dino; Rinzivillo, Salvatore (Data mining and knowledge discovery, 2023)
Keywords: Academic Surveys and Tutorials; Art exhibits; Artificial Intelligence; Black boxes; Chemistry and Earth Sciences; Computer Science; Data Mining and Knowledge Discovery; Decision making; Ethics; Information Storage and Retrieval; Machine learning; Mathematical models; Physics; Special Issue on Explainable and Interpretable Machine Learning and Data Mining; Statistics for Engineering; Trust; Explainable artificial intelligence; Interpretable machine learning; Benchmarking; Transparent models