Community Detection in Temporal Multilayer Networks, with an Application to Correlation Networks

DOI10.1137/15M1009615zbMath1328.90151arXiv1501.00040OpenAlexW2963104673MaRDI QIDQ3459668

Mark McDonald, Daniel J. Fenn, Stacy Williams, Marya Bazzi, Mason A. Porter, S. D. Howison

Publication date: 11 January 2016

Published in: Multiscale Modeling & Simulation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1501.00040

zbMATH Keywords

community structuremultilayer networkstemporal networksmodularity maximizationfinancial correlation networks

Mathematics Subject Classification ID

Programming involving graphs or networks (90C35) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Social networks; opinion dynamics (91D30) Approximation methods and heuristics in mathematical programming (90C59) Financial applications of other theories (91G80) Applications of graph theory to circuits and networks (94C15)

Related Items (11)

Null models and community detection in multi-layer networks ⋮ Multilayer Modularity Belief Propagation to Assess Detectability of Community Structure ⋮ Post-processing partitions to identify domains of modularity optimization ⋮ A survey of community detection methods in multilayer networks ⋮ Modularity Maximization for Graphons ⋮ Random walks and diffusion on networks ⋮ A random effects stochastic block model for joint community detection in multiple networks with applications to neuroimaging ⋮ Disentangling group and link persistence in dynamic stochastic block models ⋮ Eigenvector-Based Centrality Measures for Temporal Networks ⋮ Multilayer brain networks ⋮ Relating Modularity Maximization and Stochastic Block Models in Multilayer Networks

Uses Software

• GenLouvain

Cites Work

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