648 citations · 4.4k across the 22 of their papers we have counts for
6 papers · 1 filter
Complex network approaches to nonlinear time series analysis
Yong Zou, Reik V. Donner, Norbert Marwan +2
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 se…
Analyzing long-term correlated stochastic processes by means of recurrence networks: Potentials and pitfalls
Yong Zou, Reik V. Donner, Jürgen Kurths
Long-range correlated processes are ubiquitous, ranging from climate variables to financial time series. One paradigmatic example for such processes is fractional Brownian motion (…
Complex Network Approach to the Statistical Features of the Sunspot Series
Yong Zou, Michael Small, Zonghua Liu +1
Complex network approaches have been recently developed as an alternative framework to study the statistical features of time-series data. We perform a visibility-graph analysis on…
Investigating the topology of interacting networks - Theory and application to coupled climate subnetworks
Jonathan F. Donges, Hanna C. H. Schultz, Norbert Marwan +2
Network theory provides various tools for investigating the structural or functional topology of many complex systems found in nature, technology and society. Nevertheless, it has…
Node-weighted measures for complex networks with spatially embedded, sampled, or differently sized nodes
Jobst Heitzig, Jonathan F. Donges, Yong Zou +2
When network and graph theory are used in the study of complex systems, a typically finite set of nodes of the network under consideration is frequently either explicitly or implic…
Complex networks in climate dynamics - Comparing linear and nonlinear network construction methods
Jonathan F. Donges, Yong Zou, Norbert Marwan +1
Complex network theory provides a powerful framework to statistically investigate the topology of local and non-local statistical interrelationships, i.e. teleconnections, in the c…