A decomposition-guided mechanism for nonstationary time series forecasting

Time series forecasting has been playing an important role in decision making, control, and monitoring across various fields. Specifically, the forecasting of nonstationarity time series remains a challenging problem where traditional time series modeling may not fully capture temporal dynamics. Rec...

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Bibliographic Details
Main Authors: Hao Wang, Lubna Al Tarawneh, Changqing Cheng, Yu Jin
Format: Article
Language:English
Published: AIP Publishing LLC 2024-01-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/5.0153647