A Decomposition-Ensemble Approach with Denoising Strategy for PM2.5 Concentration Forecasting

To enhance the forecasting accuracy for PM2.5 concentrations, a novel decomposition-ensemble approach with denoising strategy is proposed in this study. This novel approach is an improved approach under the effective “denoising, decomposition, and ensemble” framework, especially for nonlinear and no...

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Bibliographic Details
Main Authors: Guangyuan Xing, Er-long Zhao, Chengyuan Zhang, Jing Wu
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2021/5577041