Sensor Classification Using Convolutional Neural Network by Encoding Multivariate Time Series as Two-Dimensional Colored Images.

Yang, Chao-Lung; Chen, Zhi-Xuan; Yang, Chen-Yi

Yang, Chao-Lung; Chen, Zhi-Xuan; Yang, Chen-Yi.

Afiliação

Yang CL; Department of Industrial Management, National Taiwan University of Science and Technology, Taipei City 10607, Taiwan.
Chen ZX; Department of Industrial Management, National Taiwan University of Science and Technology, Taipei City 10607, Taiwan.
Yang CY; Department of Industrial Management, National Taiwan University of Science and Technology, Taipei City 10607, Taiwan.

Sensors (Basel) ; 20(1)2019 Dec 27.

Article em En | MEDLINE | ID: mdl-31892141

Palavras-chave

convolutional neural network; image concatenation; multivariate time series; time series classification

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Sensors (Basel) Ano de publicação: 2019 Tipo de documento: Article País de afiliação: Taiwan

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