Transformer network for time series prediction via wavelet packet decomposition

Time series predictions are commonly used in the fields of energy, meteorol-ogy, and finance, among others. The accurate prediction of time series data iscritical for making decisions and planning. In the real world, non-stationarytime series data with statistical properties shift over time, making...

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Bibliographic Details
Main Authors: Zhichao Wu, Aiye Shi, Yan Ping Tao
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2025-08-01
Series:ETRI Journal
Subjects:
Online Access:https://doi.org/10.4218/etrij.2024-0013
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