Community Detection in Signed Networks Based on Normalized Laplacian Matrix and Convex Non-negative Matrix Factorization

Signed networks can intuitively and flexibly describe the positive and negative interactions among entities in a complex network. Community structure detection is a basic research topic of signed network analysis, which is of theoretical significance and practical value to reveal the organizational...

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Veröffentlicht in:	2023 2nd International Conference on Automation, Robotics and Computer Engineering (ICARCE) S. 1 - 5
Hauptverfasser:	Zhang, Yibo, Nan, Tian, Zhang, Zhaozhi
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 14.12.2023
Schlagworte:	Community detection Complex networks Detection algorithms Image edge detection Laplace equations Matrix decomposition Network analyzers Noise Non-negative matrix factorization Normalized Laplacian matrix Signed networks
Online-Zugang:	Volltext
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