Approximate Gaussian kernel mapping incremental LSSVR based on knowledge transfer and its industrial application

Aiming at the problem of diversified and time-varying data in industrial energy forecast, an incremental least squares support vector regression model based on approximate Gaussian kernel mapping and knowledge transfer is proposed. Firstly, an incremental learning method based on historical paramete...

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Detalhes bibliográficos

Principais autores:	Ying Liu, Deyan Liu, Zheng Lv, Jun Zhao
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2023-10-01
coleção:	Energy Reports
Assuntos:	Incremental learning Approximate Gaussian kernel mapping Least squares support vector regression Energy forecast
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2352484723008430
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