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cs.LG2024
FSMLP: Modelling Channel Dependencies With Simplex Theory Based Multi-Layer Perceptions In Frequency Domain
Zhengnan Li, Haoxuan Li, Hao Wang +3
Time series forecasting (TSF) plays a crucial role in various domains, including web data analysis, energy consumption prediction, and weather forecasting. While Multi-Layer Percep…
cs.LG2024
FTMixer: Frequency and Time Domain Representations Fusion for Time Series Modeling
Zhengnan Li, Yunxiao Qin, Xilong Cheng +1
Time series data can be represented in both the time and frequency domains, with the time domain emphasizing local dependencies and the frequency domain highlighting global depende…