Research on a Novel Hybrid Decomposition–Ensemble Learning Paradigm Based on VMD and IWOA for PM<sub>2.5</sub> Forecasting

The non-stationarity, nonlinearity and complexity of the PM<sub>2.5</sub> series have caused difficulties in PM<sub>2.5 </sub>prediction. To improve prediction accuracy, many forecasting methods have been developed. However, these methods usually do not consider the importanc...

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Bibliographic Details
Main Authors: Hengliang Guo, Yanling Guo, Wenyu Zhang, Xiaohui He, Zongxi Qu
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/18/3/1024