Huan Hao

PPDformer: Channel-Specific Periodic Patch Division for Time Series Forecasting

Multivariate time series (MTS) forecasting presents significant challenges due to the diverse noise distributions and complex periodic patterns across different channels. Existing Transformer-based models often apply uniform noise reduction techniques and simplistic patch segmentation, resulting in…