What-If Explanations Over Time: Counterfactuals for Time Series Classification

Udo Schlegel, Thomas Seidl

Counterfactual explanations emerge as a powerful approach in explainable AI, providing what-if scenarios that reveal how minimal changes to an input time series can alter the model…