Pseudo-Labeling Optimization Based Ensemble Semi-Supervised Soft Sensor in the Process Industry.

Li, Youwei; Jin, Huaiping; Dong, Shoulong; Yang, Biao; Chen, Xiangguang

Li, Youwei; Jin, Huaiping; Dong, Shoulong; Yang, Biao; Chen, Xiangguang.

Afiliación

Li Y; Yunnan Key Laboratory of Computer Technologies Application, Kunming 650500, China.
Jin H; Department of Automation, Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China.
Dong S; Yunnan Key Laboratory of Computer Technologies Application, Kunming 650500, China.
Yang B; Department of Automation, Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China.
Chen X; Department of Chemical Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing 100081, China.

Sensors (Basel) ; 21(24)2021 Dec 19.

Article en En | MEDLINE | ID: mdl-34960564

Asunto(s)

Algoritmos; Aprendizaje

Palabras clave

ensemble learning; evolutionary optimization; extreme learning machine; label scarcity; negative correlation learning; pseudo labeling; semi-supervised learning; soft sensor; unlabeled data

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Algoritmos / Aprendizaje Tipo de estudio: Prognostic_studies Idioma: En Revista: Sensors (Basel) Año: 2021 Tipo del documento: Article País de afiliación: China Pais de publicación: Suiza

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