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A new U-shapelet clustering algorithm by capturing morphological trends

delete2025-07-07
delete0
PRE
AI
M
Mei Chen
Y
Yu Wang
M
Mingwei Leng
B
Boya Liu
Y
Yuanyuxiu You
Y
Yiying Yao
S
Song Wang
DOI：10.1016/j.neucom.2025.130932delete
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Abstract

Abstract

En 中文
• A representation method precisely captures time series morphology trends. • A similarity ensures that the captured trend information remains intact. • A U-shapelet clustering algorithm raises accuracy while reducing time cost.

Journal

Neurocomputing cover
Neurocomputing
IF:
6.5
Papers:
2.5W
Citations:
6.5W

Organization

No organization information available