A novel deep learning model for air quality index prediction integrating time series decomposition and intelligent optimization

Air quality forecasting is indispensable for effective atmospheric pollution control and environmental management. Nevertheless, achieving high accuracy and robustness remains challenging due to numerous influencing factors and the complex, nonlinear dynamics of air quality time series. To address t...

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Bibliographic Details
Main Authors: Guangyao Ma, Kai Xu, Yue Zhang, Lanhe Zhang, Zicheng Chen
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Results in Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025021504
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