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Network Reconstruction and Community Detection from Dynamics

We present a scalable nonparametric Bayesian method to perform network reconstruction from observed functional behavior that at the same time infers the communities present in the network. We show that the joint reconstruction with community detection has a synergistic effect, where the edge correla...

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Detalles Bibliográficos
Autor principal: Peixoto, Tiago P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Physical Society 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7226905/
https://www.ncbi.nlm.nih.gov/pubmed/31633974
http://dx.doi.org/10.1103/PhysRevLett.123.128301