Correlation enhanced modularity-based belief propagation method for community detection in networks

DOI10.1088/1742-5468/2016/05/053301zbMath1459.62129OpenAlexW2376618091WikidataQ62607334 ScholiaQ62607334MaRDI QIDQ3302662

Christine Nardini, Darong Lai, Xin Shu

Publication date: 11 August 2020

Published in: Journal of Statistical Mechanics: Theory and Experiment (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1088/1742-5468/2016/05/053301

Mathematics Subject Classification ID

Multivariate analysis (62H99)

Related Items (3)

Multilayer Modularity Belief Propagation to Assess Detectability of Community Structure ⋮ Community detection based on significance optimization in complex networks ⋮ Identifying multi-scale communities in networks by asymptotic surprise

Uses Software

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Cites Work

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• A nonparametric view of network models and Newman–Girvan and other modularities
• Spectral redemption in clustering sparse networks
• Evaluating accuracy of community detection using the relative normalized mutual information
• Mixture models and exploratory analysis in networks
• The Structure and Function of Complex Networks
• Estimation and Prediction for Stochastic Blockstructures
• Community structure in social and biological networks

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