Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs

no code implementations • 8 Feb 2022 • Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou

The use of symbolic knowledge representation and reasoning as a way to resolve the lack of transparency of machine learning classifiers is a research area that lately attracts many researchers.

BIG-bench Machine Learning Knowledge Graphs