Time series classification based on statistical features

Abstract This paper presents a statistical feature approach in fully convolutional time series classification (TSC), which is aimed at improving the accuracy and efficiency of TSC. This method is based on fully convolutional neural networks (FCN), and there are the following two properties: statisti...

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Bibliographic Details
Main Authors: Yuxia Lei, Zhongqiang Wu
Format: Article
Language:English
Published: SpringerOpen 2020-02-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13638-020-1661-4