ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series

Annemarie Jutte, Faizan Ahmed, Jeroen Linssen +1

This paper proposes ConceptCF, a method for counterfactual generation that operates on human-interpretable concepts. In high-stakes domains such as healthcare and predictive mainte…