3.9k citations · 10.8k across the 58 of their papers we have counts for
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Recurrence threshold selection for obtaining robust recurrence characteristics in different embedding dimensions
K. Hauke Kraemer, Reik V. Donner, Jobst Heitzig +1
The appropriate selection of recurrence thresholds is a key problem in applications of recurrence quantification analysis and related methods across disciplines. Here, we discuss t…
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…
Visualizing driving forces of spatially extended systems using the recurrence plot framework
Maik Riedl, Norbert Marwan, Jürgen Kurths
The increasing availability of highly resolved spatio-temporal data leads to new opportunities as well as challenges in many scientific disciplines such as climatology, ecology or…
Regime change detection in irregularly sampled time series
Norbert Marwan, Deniz Eroglu, Ibrahim Ozken +3
Irregular sampling is a common problem in palaeoclimate studies. We propose a method that provides regularly sampled time series and at the same time a difference filtering of the…
Averaged Recurrence Quantification Analysis -- Method omitting the recurrence threshold choice
Radim Pánis, Karel Adámek, Norbert Marwan
Recurrence quantification analysis (RQA) is a well established method of nonlinear data analysis. In this work we present a new strategy for an almost parameter-free RQA. The appro…
Recurrence flow measure of nonlinear dependence
Tobias Braun, K. Hauke Kraemer, Norbert Marwan
Couplings in complex real-world systems are often nonlinear and scale-dependent. In many cases, it is crucial to consider a multitude of interlinked variables and the strengths of…