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Using higher-order Markov models to reveal flow-based communities in networks

Complex systems made of interacting elements are commonly abstracted as networks, in which nodes are associated with dynamic state variables, whose evolution is driven by interactions mediated by the edges. Markov processes have been the prevailing paradigm to model such a network-based dynamics, fo...

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Detalles Bibliográficos
Autores principales: Salnikov, Vsevolod, Schaub, Michael T., Lambiotte, Renaud
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4814833/
https://www.ncbi.nlm.nih.gov/pubmed/27029508
http://dx.doi.org/10.1038/srep23194