Fast fuzzy subsequence matching algorithms on time-series

•Several techniques are used to accelerate computational time.•R*-tree is adopted to further prune unnecessary computations.•Three fuzzy subsequence matching algorithms are compared.•Experiments are conducted on synthetic and real data set. Subsequence matching algorithms have many applications on t...

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Bibliographic Details

Published in:	Expert systems with applications Vol. 116; pp. 275 - 284
Main Authors:	Gong, Xueyuan, Fong, Simon, Si, Yain-Whar
Format:	Journal Article
Language:	English
Published:	New York Elsevier Ltd 01.02.2019 Elsevier BV
Subjects:	Algorithms Euclidean geometry Fuzzy logic Fuzzy subsequence matching IFSM-kd IFSM-R Matching Neural networks Subsequence matching Time series IFSM-kd Fuzzy subsequence matching Time-series Subsequence matching IFSM-R
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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