Clustering Multivariate Time Series Data Based on Shape Extraction with Compactness Constraint

Aiming at the naturalness and structural complexity of multivariate time series (MTS) data as well as the inability of existing algorithms to accurately identify clusters of high-dimensional time series data, the shape extraction multivariate time series clustering algorithm C-Shape under compactnes...

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Bibliographic Details
Main Author: ZHANG Chi, CHEN Mei, ZHANG Jinhong
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2024-05-01
Series:Jisuanji kexue yu tansuo
Subjects:
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2212038.pdf