KFS: KAN based adaptive Frequency Selection learning architecture for long term time series forecasting

Changning Wu, Gao Wu, Rongyao Cai +2

Multi-scale decomposition architectures have emerged as predominant methodologies in time series forecasting. However, real-world time series exhibit noise interference across diff…