Wen-Bin Cheng

Explicit Future Pattern-Enhanced Multivariate Time Series Forecasting

Multivariate time series forecasting requires models to infer future values and how the temporal structure evolves beyond the observation boundary. A central challenge is to define this evolution as an intermediate prediction and connect it to value forecasting. We propose explicit future pattern (EFP)-enhanced forecas...