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Angle difference threshold graph induced complex network for data series analysis

delete2026-02-11
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PRE
AI
H
Hui Yan *
F
Fa Zhu
W
Wei Zheng
DOI:10.1016/j.asoc.2026.114794delete
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Abstract

Abstract

En 中文
• Propose angle difference threshold graph to improve visibility graph. • Introduce angle difference threshold to establish flexible network construction rules. • Replace slope difference with angle difference. • Use angle difference threshold graph to extract network features with higher discriminability.
Keywords:
Angle difference threshold
Visibility graph
Complex network
Data series analysis
Network features

Journal

Applied Soft Computing cover
Applied Soft Computing
IF:
6.6
Papers:
1.4W
Citations:
4.8W

Organization

J
Jinling Institute of Technology
Scholars:
1.1K
Papers: 956
Citations: 1.3K
N
Nanjing Forestry University
Scholars:
2.0W
Papers: 1.6W
Citations: 3.2W