li jianxun

Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting

The interaction between Fourier transform and deep learning opens new avenues for long-term time series forecasting (LTSF). We propose a new perspective to reconsider the Fourier transform from a basis functions perspective. Specifically, the real and imaginary parts of the frequency components can…