GroupSegment-SHAP: Shapley Value Explanations with Group-Segment Players for Multivariate Time Series

Jinwoong Kim, Sangjin Park

Multivariate time-series models achieve strong predictive performance in healthcare, industry, energy, and finance, but how they combine cross-variable interactions with temporal d…