Maurice van Keulen

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

Annemarie Jutte, Faizan Ahmed, Jeroen Linssen, Maurice van Keulen

This paper proposes ConceptCF, a method for counterfactual generation that operates on human-interpretable concepts. In high-stakes domains such as healthcare and predictive maintenance, artificial intelligence models can increase efficiency and safety. Explainability is key to e…Read more