A Novel Channel and Temporal-Wise Attention in Convolutional Networks for Multivariate Time Series Classification

Multivariate time series classification (MTSC) is a fundamental and essential research problem in the domain of time series data mining. Recently deep neural networks emerged as an end-to-end solution for MTSC and achieve state-of-the-art results on several public datasets. It is favored by its hier...

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Bibliografiska uppgifter

Huvudupphov:	Xu Cheng, Peihua Han, Guoyuan Li, Shengyong Chen, Houxiang Zhang
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	IEEE 2020-01-01
Serie:	IEEE Access
Ämnen:	Multivariate time series classification convolutional neural network channel attention temporal attention
Länkar:	https://ieeexplore.ieee.org/document/9269975/
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