Convolutional neural networks for time series classification

of Electronic Science and Engineering, National University of Defense Technology, College; Zhao, Bendong; Lu, Huanzhang; of Electronic Science and Engineering, National University of Defense Technology, College; Chen, Shangfeng; of Electronic Science and Engineering, National University of Defense Technology, College; Liu, Junliang; of Electronic Science and Engineering, National University of Defense Technology, College; Wu, Dongya; of Electronic Science and Engineering, National University of Defense Technology, College

doi:10.21629/jsee.2017.01.18

Public

Convolutional neural networks for time series classification

Published in Journal of Systems Engineering and Electronics • Feb 20, 2017

Authors:

College of Electronic Science and Engineering, National University of Defense Technology

Bendong Zhao

Huanzhang Lu

Abstract

Time series classification is an important task in time series data mining, and has attracted great interests and tremendous efforts during last decades. However, it remains a challenging problem due to the nature of time series data: high dimensionality, large in data size and updating continuously...

Subject

Computer science

Convolutional neural network

Pooling

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