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Inferring sparse networks for noisy transient processes

Inferring causal structures of real world complex networks from measured time series signals remains an open issue. The current approaches are inadequate to discern between direct versus indirect influences (i.e., the presence or absence of a directed arc connecting two nodes) in the presence of noi...

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Detalles Bibliográficos
Autores principales: Tran, Hoang M., Bukkapatnam, Satish T.S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4768174/
https://www.ncbi.nlm.nih.gov/pubmed/26916813
http://dx.doi.org/10.1038/srep21963