Multilevel Compression of Random Walks on Networks Reveals Hierarchical Organization in Large Integrated Systems

To comprehend the hierarchical organization of large integrated systems, we introduce the hierarchical map equation, which reveals multilevel structures in networks. In this information-theoretic approach, we exploit the duality between compression and pattern detection; by compressing a description...

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Detalles Bibliográficos
Autores principales: Rosvall, Martin, Bergstrom, Carl T.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3072965/
https://www.ncbi.nlm.nih.gov/pubmed/21494658
http://dx.doi.org/10.1371/journal.pone.0018209

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