A new shape-based clustering algorithm for time series

•We propose to use fractional order correlation to measure the relationship between two sequences and apply the normalized form of the results to create the fractional order shape-based distance between two sequences.•We use the average sequence calculation method DBA to determine the cluster center...

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Bibliographic Details

Published in:	Information sciences Vol. 609; pp. 411 - 428
Main Authors:	Li, Yucheng, Shen, Derong, Nie, Tiezheng, Kou, Yue
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.09.2022
Subjects:	Fractional correlation Shape shift deviating Time series clustering Time series clustering Shape shift deviating Fractional correlation
ISSN:	0020-0255
Online Access:	Get full text
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