Riccardo Guidotti

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

Sajid Ali, Tamer Abuhmed, Shaker El–Sappagh et al. · Information Fusion · 2023 · 1.5K citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

Luca Longo, Mario Brčić, Federico Cabitza et al. · Information Fusion · 2024 · 479 citations · Full text

Computing, Computer Science, Artificial Intelligence +9

Counterfactual explanations and how to find them: literature review and benchmarking

Riccardo Guidotti · Data Mining and Knowledge Discovery · 2022 · 401 citations · Full text

Computing, Computer Science, Data Science +7

Factual and Counterfactual Explanations for Black Box Decision Making

Riccardo Guidotti, Anna Monreale, Fosca Giannotti et al. · IEEE Intelligent Systems · 2019 · 331 citations · Full text

Computing, Computer Science, Decision Sciences +17

Benchmarking and survey of explanation methods for black box models

Francesco Bodria, Fosca Giannotti, Riccardo Guidotti et al. · Data Mining and Knowledge Discovery · 2023 · 242 citations · Full text

Computing, Computer Science, Artificial Intelligence +11