Zhengang Huang

Self-Adaptive Scale Handling for Forecasting Time Series with Scale Heterogeneity

Time series forecasting (TSF) is crucial in various fields and has gained extensive research. However, most studies are conducted based on TS data with scale homogeneity. This paper proposes a self-Adaptive Scale-handling (AS) module to improve the performance of forecasting TS with scale heterogene…