Review of Multivariate Time Series Clustering Algorithms

Review of Multivariate Time Series Clustering Algorithms

Multivariate time series (MTS) data, serving as a crucial basis for intelligent technologies across numerous domains, record the state changes of multiple variables in systems over time. Clustering technique, as a core tool in data mining, can partition data into different clusters based on structur...

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Bibliographic Details
Main Author: ZHENG Desheng, SUN Hanming, WANG Liyuan, DUAN Yaoxin, LI Xiaoyu
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2025-03-01
Series:Jisuanji kexue yu tansuo
Subjects:
multivariate time series; clustering algorithm; feature representation; similarity measure; clustering evaluation index
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2405013.pdf

Internet

http://fcst.ceaj.org/fileup/1673-9418/PDF/2405013.pdf

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