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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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Библиографические подробности
Опубликовано в: :Phys Rev Lett
Главный автор: Peixoto, Tiago P.
Формат: Artigo
Язык:Inglês
Опубликовано: American Physical Society 2019
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7226905/
https://ncbi.nlm.nih.gov/pubmed/31633974
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1103/PhysRevLett.123.128301
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