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

Meng Wan, Qi Su, Huan Hao,Jue Wang, Yuexiu Cui, Yuxuan Bi,Rongqiang Cao, Peng Shi,Yangang Wang, Zonghua Qiu, Zongshan Zhang

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)（2025）

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Key words

Multivariate time series forecasting,Period,Patch segmentation,Channel-wise denoising,Dual attention mechanism

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