IMFACT: Counterfactual Explanations for Time Series via Intrinsic Mode Function Substitution

Udo Schlegel, Julian Rakuschek, Thomas Seidl +3

Oscillatory signals, such as vibration, carry class-discriminative information in specific frequency bands; perturbing them in raw feature space for counterfactual analysis easily…