On-road high-emitting vehicle identification by an automatic hyperparameter optimization model based on a remote sensing system

[Display omitted] •A new exploration of machine learning in the area of environmental monitoring.•An innovative automatic recognition model of high-emitting vehicles embedded in RSSs.•A method to offset the overfitting identification model of high-emitting vehicles.•Better recognition performance fo...

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Veröffentlicht in:	Measurement : journal of the International Measurement Confederation Jg. 225; S. 113938
Hauptverfasser:	Xie, Hao, Zhang, Yujun, He, Ying, You, Kun, Dai, Pangda, Fan, Boqiang, Yu, Dongqi, Zhang, Wangchun, Liu, Wenqing
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 15.02.2024
Schlagworte:	Auto-optimized hyperparameters Data fusion High-emitting vehicle recognition One-class classification Optical remote sensing system Auto-optimized hyperparameters Data fusion High-emitting vehicle recognition Optical remote sensing system One-class classification
ISSN:	0263-2241
Online-Zugang:	Volltext
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