NONLINEAR TIME SERIES ANALYSIS USING ORDINAL NETWORKS WITH SELECT APPLICATIONS IN BIOMEDICAL SIGNAL PROCESSING

DOI10.1017/S0004972719000480zbMath1418.37122OpenAlexW2787106021MaRDI QIDQ4968473

Michael Hugh McCullough

Publication date: 12 July 2019

Published in: Bulletin of the Australian Mathematical Society (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1017/s0004972719000480

zbMATH Keywords

entropysymbolic dynamicscomplex networksnonlinear time series analysisordinal patterns

Mathematics Subject Classification ID

Small world graphs, complex networks (graph-theoretic aspects) (05C82) Time series analysis of dynamical systems (37M10) Symbolic dynamics (37B10) Computational methods for ergodic theory (approximation of invariant measures, computation of Lyapunov exponents, entropy, etc.) (37M25)

Cites Work

• Multiscale ordinal network analysis of human cardiac dynamics
• Time lagged ordinal partition networks for capturing dynamics of continuous dynamical systems

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