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Optimizing Functional Network Representation of Multivariate Time Series

By combining complex network theory and data mining techniques, we provide objective criteria for optimization of the functional network representation of generic multivariate time series. In particular, we propose a method for the principled selection of the threshold value for functional network r...

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Detalhes bibliográficos
Main Authors: Zanin, Massimiliano, Sousa, Pedro, Papo, David, Bajo, Ricardo, García-Prieto, Juan, Pozo, Francisco del, Menasalvas, Ernestina, Boccaletti, Stefano
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3433690/
https://ncbi.nlm.nih.gov/pubmed/22953051
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep00630
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