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

This paper proposes a framework to perform the sensor classification by using multivariate time series sensors data as inputs. The framework encodes multivariate time series data into two-dimensional colored images, and concatenate the images into one bigger image for classification through a Convol...

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Detalles Bibliográficos
Autores principales: Yang, Chao-Lung, Chen, Zhi-Xuan, Yang, Chen-Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982717/
https://www.ncbi.nlm.nih.gov/pubmed/31892141
http://dx.doi.org/10.3390/s20010168

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982717/
https://www.ncbi.nlm.nih.gov/pubmed/31892141
http://dx.doi.org/10.3390/s20010168

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