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Reconstructing complex network for characterizing the time-varying causality evolution behavior of multivariate time series

In order to explore the characteristics of the evolution behavior of the time-varying relationships between multivariate time series, this paper proposes an algorithm to transfer this evolution process to a complex network. We take the causality patterns as nodes and the succeeding sequence relation...

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Bibliografske podrobnosti
izdano v:Sci Rep
Main Authors: Jiang, Meihui, Gao, Xiangyun, An, Haizhong, Li, Huajiao, Sun, Bowen
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2017
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5585247/
https://ncbi.nlm.nih.gov/pubmed/28874713
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-10759-3
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