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Complex network approaches to nonlinear time series analysis
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 …
complex network methods for the characterization of dynamical systems based on time …
Multifractal analysis of financial markets: A review
Multifractality is ubiquitously observed in complex natural and socioeconomic systems.
Multifractal analysis provides powerful tools to understand the complex nonlinear nature of …
Multifractal analysis provides powerful tools to understand the complex nonlinear nature of …
Complex network analysis of time series
Revealing complicated behaviors from time series constitutes a fundamental problem of
continuing interest and it has attracted a great deal of attention from a wide variety of fields …
continuing interest and it has attracted a great deal of attention from a wide variety of fields …
Recurrence quantification analysis
CL Webber, N Marwan - Theory and best practices, 2015 - Springer
Recurrence quantification analysis Understanding Complex Systems Charles L. Webber, Jr.
Norbert Marwan Editors Recurrence Quanti cation Analysis Theory and Best Practices Page 2 …
Norbert Marwan Editors Recurrence Quanti cation Analysis Theory and Best Practices Page 2 …
Recurrence networks—a novel paradigm for nonlinear time series analysis
This paper presents a new approach for analysing the structural properties of time series
from complex systems. Starting from the concept of recurrences in phase space, the …
from complex systems. Starting from the concept of recurrences in phase space, the …
Recurrence-based time series analysis by means of complex network methods
Complex networks are an important paradigm of modern complex systems sciences which
allows quantitatively assessing the structural properties of systems composed of different …
allows quantitatively assessing the structural properties of systems composed of different …
Network analysis of particles and grains
The arrangements of particles and forces in granular materials have a complex organization
on multiple spatial scales that range from local structures to mesoscale and system-wide …
on multiple spatial scales that range from local structures to mesoscale and system-wide …
Dynamic analysis of digital chaotic maps via state-map** networks
Chaotic dynamics is widely used to design pseudo-random number generators and for other
applications, such as secure communications and encryption. This paper aims to study the …
applications, such as secure communications and encryption. This paper aims to study the …
The dynamic nature of percolation on networks with triadic interactions
Percolation establishes the connectivity of complex networks and is one of the most
fundamental critical phenomena for the study of complex systems. On simple networks …
fundamental critical phenomena for the study of complex systems. On simple networks …
How to avoid potential pitfalls in recurrence plot based data analysis
N Marwan - International Journal of Bifurcation and Chaos, 2011 - World Scientific
Recurrence plots and recurrence quantification analysis have become popular in the last
two decades. Recurrence based methods have on the one hand a deep foundation in the …
two decades. Recurrence based methods have on the one hand a deep foundation in the …