Feature Importance for Time Series Data: Improving KernelSHAP

5 October 2022

Papers citing "Feature Importance for Time Series Data: Improving KernelSHAP"

5 / 5 papers shown

Title
TimeInf: Time Series Data Contribution via Influence Functions Yizi Zhang Jingyan Shen Xiaoxue Xiong Yongchan Kwon AI4TS TDI 26 0 0 21 Jul 2024
Explaining Clustering of Ecological Momentary Assessment Data Through Temporal and Feature Attention Mandani Ntekouli Gerasimos Spanakis L. Waldorp A. Roefs 16 0 0 08 May 2024
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations Emanuele Albini Shubham Sharma Saumitra Mishra Danial Dervovic Daniele Magazzeni FAtt 46 2 0 13 Jul 2023
Interpretation of Time-Series Deep Models: A Survey Ziqi Zhao Yucheng Shi Shushan Wu Fan Yang Wenzhan Song Ninghao Liu AI4TS 34 6 0 23 May 2023
FastSHAP: Real-Time Shapley Value Estimation N. Jethani Mukund Sudarshan Ian Covert Su-In Lee Rajesh Ranganath TDI FAtt 67 122 0 15 Jul 2021