Complex network approaches to nonlinear time series analysis

Y Zou, RV Donner, N Marwan, JF Donges, J Kurths - Physics Reports, 2019 - Elsevier
In the last decade, there has been a growing body of literature addressing the utilization of
complex network methods for the characterization of dynamical systems based on time …

Epilepsy detection from EEG using complex network techniques: A review

S Supriya, S Siuly, H Wang… - IEEE Reviews in …, 2021 - ieeexplore.ieee.org
Epilepsy is one of the most chronic brain disorder recorded from since 2000 BC. Almost one-
third of epileptic patients experience seizures attack even with medicated treatment. The …

[HTML][HTML] Visibility graph analysis of wall turbulence time-series

G Iacobello, S Scarsoglio, L Ridolfi - Physics Letters A, 2018 - Elsevier
The spatio-temporal features of the velocity field of a fully-developed turbulent channel flow
are investigated through the natural visibility graph (NVG) method, which is able to fully map …

[HTML][HTML] Irreversibility and complex network behavior of stream flow fluctuations

F Serinaldi, CG Kilsby - Physica A: Statistical Mechanics and its …, 2016 - Elsevier
Exploiting the duality between time series and networks, directed horizontal visibility graphs
(DHVGs) are used to perform an unprecedented analysis of the dynamics of stream flow …

Temporal streamflow analysis: coupling nonlinear dynamics with complex networks

N Yasmin, B Sivakumar - Journal of Hydrology, 2018 - Elsevier
This study presents a new approach for complex networks-based analysis of temporal
streamflow dynamics. The novelty comes in the form of using nonlinear dynamic concepts to …

Analysis of pulsating variable stars using the visibility graph algorithm

V Muñoz, NE Garcés - Plos one, 2021 - journals.plos.org
We study the light curves of pulsating variable stars using a complex network approach to
build visibility graphs. We consider various types of variables stars (eg, Cepheids, δ Scuti …

Time series characterization via horizontal visibility graph and Information Theory

BA Gonçalves, L Carpi, OA Rosso… - Physica A: Statistical …, 2016 - Elsevier
Complex networks theory have gained wider applicability since methods for transformation
of time series to networks were proposed and successfully tested. In the last few years …

Spatial connections in regional climate model rainfall outputs at different temporal scales: application of network theory

I Naufan, B Sivakumar, FM Woldemeskel… - Journal of …, 2018 - Elsevier
Understanding the spatial and temporal variability of rainfall has always been a great
challenge, and the impacts of climate change further complicate this issue. The present …

Complex networks and integrated centrality measure to assess the importance of streamflow stations in a River basin

H Joo, HS Kim, S Kim, B Sivakumar - Journal of Hydrology, 2021 - Elsevier
This study proposes a complex networks-based method to determine the connections
among the stations in a streamflow monitoring network and assess the importance of the …

Complex systems approaches for Earth system data analysis

N Boers, J Kurths, N Marwan - Journal of Physics: Complexity, 2021 - iopscience.iop.org
Complex systems can, to a first approximation, be characterized by the fact that their
dynamics emerging at the macroscopic level cannot be easily explained from the …