Convolutional Neural Network with an Elastic Matching Mechanism for Time Series Classification

Convolutional Neural Network with an Elastic Matching Mechanism for Time Series Classification

Recently, some researchers adopted the convolutional neural network (CNN) for time series classification (TSC) and have achieved better performance than most hand-crafted methods in the University of California, Riverside (UCR) archive. The secret to the success of the CNN is weight sharing, which i...

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Bibliographic Details
Main Authors:	Kewei Ouyang, Yi Hou, Shilin Zhou, Ye Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2021-06-01
Series:	Algorithms
Subjects:	time series classification convolutional neural network temporal distortion elastic matching
Online Access:	https://www.mdpi.com/1999-4893/14/7/192

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