Overlapping community detection in weighted networks via a Bayesian approach

DOI10.1016/j.physa.2016.11.098zbMath1400.62057OpenAlexW2557860655MaRDI QIDQ1620350

Shixi Fan, Yi Chen, Qingcai Chen, Junzhao Bu, Buzhou Tang, Xin Xiang, Xiao-Long Wang

Publication date: 13 November 2018

Published in: Physica A (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physa.2016.11.098

zbMATH Keywords

community detectionweighted networksBayesian approachoverlapping community

Mathematics Subject Classification ID

Bayesian inference (62F15) Small world graphs, complex networks (graph-theoretic aspects) (05C82)

Related Items (3)

Cluster linear generalized outer synchronization in community networks via pinning control with two different switch periods ⋮ A robust multi-view clustering method for community detection combining link and content information ⋮ Incorporating affiliation preference into overlapping community detection

Cites Work

• Uncovering latent structure in valued graphs: a variational approach
• Multiple Hypergeometric Functions: Probabilistic Interpretations and Statistical Uses
• Community structure in social and biological networks
• 10.1162/jmlr.2003.3.4-5.993
• Finding overlapping communities in networks by label propagation
• Efficient discovery of overlapping communities in massive networks
• Exploring complex networks
• Overlapping community detection in networks
• A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters

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