A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning

Community detection, a fundamental task for network analysis, aims to partition a network into multiple sub-structures to help reveal their latent functions. Community detection has been extensively studied in and broadly applied to many real-world network problems. Classical approaches to community...

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Veröffentlicht in:	IEEE transactions on knowledge and data engineering 2023-02, Vol.35 (2), p.1149-1170
Hauptverfasser:	Jin, Di, Yu, Zhizhi, Jiao, Pengfei, Pan, Shirui, He, Dongxiao, Wu, Jia, Yu, Philip S., Zhang, Weixiong
Format:	Artikel
Sprache:	eng
Schlagworte:	community detection Complex network Deep learning graph clustering Graphical models Image edge detection Knowledge engineering Learning systems Network analysis Probabilistic logic Statistical analysis statistical modeling Statistical models Taxonomy
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