A novel time-frequency multilayer network for multivariate time series analysis

A novel time-frequency multilayer network for multivariate time series analysis

Unveiling complex dynamics of natural systems from a multivariate time series represents a research hotspot in a broad variety of areas. We develop a novel multilayer network analysis framework, i.e. multivariate time-frequency multilayer network (MTFM network), to peer into the complex system dynam...

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Bibliographic Details
Main Authors: Weidong Dang, Zhongke Gao, Dongmei Lv, Mingxu Liu, Qing Cai, Xiaolin Hong
Format: Article
Language:English
Published: IOP Publishing 2018-01-01
Series:New Journal of Physics
Subjects:
multilayer network
wavelet analysis
mutual information
multivariate time series
Online Access:https://doi.org/10.1088/1367-2630/aaf51c

Internet

https://doi.org/10.1088/1367-2630/aaf51c

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