A fast algorithm for integrative community detection of multi-layer networks

DOI10.1002/STA4.348MaRDI QIDQ6541757

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Publication date: 21 May 2024

Published in: Stat (Search for Journal in Brave)

zbMATH Keywords

pseudo-likelihoodcommunity detectionmulti-layer networksstochastic block modelstwitter networks

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Pseudo-likelihood methods for community detection in large sparse networks
• Consistent community detection in multi-relational data through restricted multi-layer stochastic blockmodel
• Spectral clustering and the high-dimensional stochastic blockmodel
• Estimation and prediction for stochastic blockmodels for graphs with latent block structure
• Consistency of community detection in networks under degree-corrected stochastic block models
• Stochastic blockmodels with a growing number of classes
• A nonparametric view of network models and Newman–Girvan and other modularities
• Mixed membership stochastic blockmodels
• Community Structure in Time-Dependent, Multiscale, and Multiplex Networks
• Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters
• Communities in Networks
• Estimation and Prediction for Stochastic Blockstructures
• Core-Periphery Structure in Networks (Revisited)
• Stochastic block models for multiplex networks: an application to a multilevel network of researchers

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