Abstract: Variational Mode Decomposition (VMD) can break down a signal into its intrinsic modes based on the frequency characteristics of the signal, but it suffers from the problem that the ...

Abstract: Time series forecasting has attracted significant interest across various fields in recent years. Notably, Transformers have been extensively investigated for long-term time series ...