Hanyu Jiang

Time Series Prediction Network for Modeling Channel Correlation Based on Wavelet Transform

MCCWT-Net is introduced, a multi-channel time series forecasting framework built upon the wavelet transform that incorporates a specific number of channels and, while modeling long-term features, effectively captures inter-channel correlation information in the frequency domain through wavelet transform, combining it w...