A Deep Dive into Perturbations as Evaluation Technique for Time Series XAI

11 July 2023

Papers citing "A Deep Dive into Perturbations as Evaluation Technique for Time Series XAI"

3 / 3 papers shown

Title
Class-Dependent Perturbation Effects in Evaluating Time Series Attributions Gregor Baer Isel Grau Chao Zhang Pieter Van Gorp AAML 41 0 0 24 Feb 2025
Time Series Model Attribution Visualizations as Explanations U. Schlegel Daniel A. Keim TDI BDL FAtt AI4TS XAI 31 14 0 27 Sep 2021
TS-MULE: Local Interpretable Model-Agnostic Explanations for Time Series Forecast Models U. Schlegel D. Lam Daniel A. Keim Daniel Seebacher FAtt AI4TS 32 27 0 17 Sep 2021