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Research and application of a novel selective stacking ensemble model based on error compensation and parameter optimization for AQI prediction.

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第一作者： Tian,Peng

第一单位： Faculty of Automation, Huaiyin Institute of Technology, Huai'an, 223003, China; Jiangsu Permanent Magnet Motor Engineering Research Center, Huaiyin Institute of Technology, Huai'an, 223003, China. Electronic address: husthydropt@126.com.

作者： Tian,Peng ^[1] ; Jinlin,Xiong ^[2] ; Kai,Sun ^[2] ; Shijie,Qian ^[2] ; Zihan,Tao ^[2] ; Muhammad Shahzad,Nazir ^[2] ; Chu,Zhang ^[3]

作者单位： Faculty of Automation, Huaiyin Institute of Technology, Huai'an, 223003, China; Jiangsu Permanent Magnet Motor Engineering Research Center, Huaiyin Institute of Technology, Huai'an, 223003, China. Electronic address: husthydropt@126.com. ^[1] Faculty of Automation, Huaiyin Institute of Technology, Huai'an, 223003, China. ^[2] Faculty of Automation, Huaiyin Institute of Technology, Huai'an, 223003, China; Jiangsu Permanent Magnet Motor Engineering Research Center, Huaiyin Institute of Technology, Huai'an, 223003, China. Electronic address: zhangchuhust@foxmail.com. ^[3]

关键词 Air pollution Error correction Reptile search algorithm Stacking ensemble model

医学主题词空气污染(Air Pollution);空气污染物(Air Pollutants);算法(Algorithms);环境污染物(Environmental Pollutants);研究设计(Research Design)

DOI 10.1016/j.envres.2024.118176

PMID 38215922

发布时间 2024-04-05

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