35 citations · 57 across the 3 of their papers we have counts for
3 papers
Transfer Entropy Rate Through Lempel-Ziv Complexity
Juan F. Restrepo, Diego M. Mateos, Gastón Schlotthauer
In this article we present a methodology to estimate the Transfer Entropy Rate between two systems through the Lempel-Ziv complexity. This methodology carries a set of practical ad…
Automatic estimation of attractor invariants
Juan F. Restrepo, Gastón Schlotthauer
The invariants of an attractor have been the most used resource to characterize a nonlinear dynamics. Their estimation is a challenging endeavor in short-time series and/or in pres…
Maximum approximate entropy and r threshold: A new approach for regularity changes detection
Juan F. Restrepo, Gastón Schlotthauer, María E. Torres
Approximate entropy (ApEn) has been widely used as an estimator of regularity in many scientific fields. It has proved to be a useful tool because of its ability to distinguish dif…