265 citations · 1k across the 17 of their papers we have counts for
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physics.data-an2012★ 11 cited
Inferring complex networks from time series of dynamical systems: Pitfalls, misinterpretations, and possible solutions
S. Bialonski
Understanding the dynamics of spatially extended systems represents a challenge in diverse scientific disciplines, ranging from physics and mathematics to the earth and climate sci…
physics.data-an2012★ 61 cited
Unraveling Spurious Properties of Interaction Networks with Tailored Random Networks
Stephan Bialonski, Martin Wendler, Klaus Lehnertz
We investigate interaction networks that we derive from multivariate time series with methods frequently employed in diverse scientific fields such as biology, quantitative finance…