Not All Frequencies Are Created Equal:Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting

Long-term time series forecasting is a long-standing challenge in various applications. A central issue in time series forecasting is that methods should expressively capture long-term dependency. Furthermore, time series forecasting methods should be flexible when applied to different scenarios. Al...

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Veröffentlicht in:	arXiv.org 2024-11
Hauptverfasser:	Zhang, Xingyu, Zhao, Siyu, Song, Zeen, Guo, Huijie, Zhang, Jianqi, Zheng, Changwen, Qiang, Wenwen
Format:	Artikel
Sprache:	eng
Schlagworte:	Ablation Forecasting Fourier analysis Fourier series Lower bounds Time dependence Time series Transfer functions
Online-Zugang:	Volltext
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