26 citations · 40 across the 4 of their papers we have counts for
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
TempShap: When and How Much a Feature Matters in Time-Series Forecasting
Chi Zhao, Anastasiia Chelnokova, Jing Liu +1
Attribution for a time-series forecaster should answer two questions that a feature-level scalar cannot: when in the input window a feature acts, and how much its influence changes…
cs.AI2024★ 26 cited
ShapG: new feature importance method based on the Shapley value
Chi Zhao, Jing Liu, Elena Parilina
With wide application of Artificial Intelligence (AI), it has become particularly important to make decisions of AI systems explainable and transparent. In this paper, we proposed…