Explaining the impact of source behaviour in evidential reasoning

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser et al. · Information Fusion · 2019 · 9K citations · Full text

Computing, Computer Science, Algorithms +10

Upper and Lower Probabilities Induced by a Multivalued Mapping

A. P. Dempster · The Annals of Mathematical Statistics · 1967 · 6K citations · Full text

Natural Sciences, Mathematics, Decision Theory +11

A mathematical theory of evidence

Gian‐Carlo Rota · Advances in Mathematics · 1977 · 1.8K citations

Natural Sciences, Mathematics, Information Theory +10

Non-standard logics for automated reasoning

Philippe Smets · HAL (Le Centre pour la Communication Scientifique Directe) · 1988 · 406 citations

Humanities, Computer Science, Artificial Intelligence +13

Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI

Andreas Holzinger, Bernd Malle, Anna Saranti et al. · Information Fusion · 2021 · 347 citations · Full text

Computing, Computer Science, Artificial Intelligence +16