WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values

11 November 2022

Papers citing "WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values"

3 / 3 papers shown

Title
C-SHAP for time series: An approach to high-level temporal explanations Annemarie Jutte Faizan Ahmed Jeroen Linssen Maurice van Keulen AI4TS 28 0 0 15 Apr 2025
Surrogate Modeling for Explainable Predictive Time Series Corrections Alfredo Lopez Florian Sobieczky AI4TS 45 0 0 17 Jan 2025
Inherently Interpretable Time Series Classification via Multiple Instance Learning Joseph Early Gavin K. C. Cheung Kurt Cutajar Hanting Xie Jas Kandola Niall Twomey AI4TS 33 11 0 16 Nov 2023