648 citations · 5.6k across the 51 of their papers we have counts for
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nlin.CD2009★ 626 cited
Recurrence networks - A novel paradigm for nonlinear time series analysis
Reik V. Donner, Y. Zou, Jonathan F. Donges +2
This paper presents a new approach for analysing structural properties of time series from complex systems. Starting from the concept of recurrences in phase space, the recurrence…
nlin.CD2009★ 608 cited
Complex Network Approach for Recurrence Analysis of Time Series
N. Marwan, J. F. Donges, Y. Zou +2
We propose a novel approach for analysing time series using complex network theory. We identify the recurrence matrix calculated from time series with the adjacency matrix of a com…