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Statistical test for detecting community structure in real-valued edge-weighted graphs

We propose a novel method to test the existence of community structure in undirected, real-valued, edge-weighted graphs. The method is based on the asymptotic behavior of extreme eigenvalues of a real symmetric edge-weight matrix. We provide a theoretical foundation for this method and report on its...

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Detalles Bibliográficos
Autor principal: Tokuda, Tomoki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5860707/
https://www.ncbi.nlm.nih.gov/pubmed/29558487
http://dx.doi.org/10.1371/journal.pone.0194079