Spectral clustering methods for multiplex networks

DOI10.1016/J.PHYSA.2019.121949OpenAlexW2964261708WikidataQ127545006 ScholiaQ127545006MaRDI QIDQ2163118

Daryl R. DeFord, Scott D. Pauls

Publication date: 10 August 2022

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

Full work available at URL: https://arxiv.org/abs/1703.05355

zbMATH Keywords

spectral clusteringmultiplex networks

Mathematics Subject Classification ID

Statistical mechanics, structure of matter (82-XX)

Uses Software

• GenLouvain
• MultilayerGM

Cites Work

• Graph clustering
• Consistent community detection in multi-relational data through restricted multi-layer stochastic blockmodel
• On the distribution of the roots of certain symmetric matrices
• The eigenvalues of random symmetric matrices
• Algebraic connectivity of interdependent networks
• Stability of the world trade web over time -- an extinction analysis
• Community Structure in Time-Dependent, Multiscale, and Multiplex Networks
• A new framework for dynamical models on multiplex networks
• Community structure in social and biological networks
• First-principles multiway spectral partitioning of graphs
• Networks
• MultilayerGM

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