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Multi-scale temporal correlation multi-dimensional decomposition network for time series analysis

delete2026-01-22
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PRE
AI
张帆 (Fan Zhang)
L
Lele Yuan
W
Wenchang Zhang
M
Mingli Zhang
H
Hua Wang
DOI:10.1016/j.patcog.2026.113140delete
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Abstract

Abstract

En 中文
• Investigate the correlation of cyclical variations in time series within a multi-dimensional domain. • Seasonal and trend features of time series are extracted in a multi-dimensional space. • The MSGRU is designed to model continuously varying relationships over multiple cycles.

Journal

Pattern Recognition cover
Pattern Recognition
IF:
7.6
Papers:
1.3W
Citations:
4.5W

Organization

L
Ludong University
Scholars:
5.6K
Papers: 3.3K
Citations: 3.7K
S
Shandong Technology and Business University
Scholars:
478
Papers: 313
Citations: 21