1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2026
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…
cs.AI2026★ 1 cited
C-SHAP for time series: An approach to high-level temporal explanations
Annemarie Jutte, Faizan Ahmed, Jeroen Linssen +1
In high-stakes domains, such as healthcare and industry, the explainability of AI-based decision-making has become crucial. Without insight into model reasoning, the reliability of…