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physics.data-an2017★ 26 cited
Detecting dynamical changes in time series by using the Jensen Shannon Divergence
D. M. Mateos, L. Riveaud, P. W. Lamberti
Most of the time series in nature are a mixture of signals with deterministic and random dynamics. Thus the distinction between these two characteristics becomes important. Disting…
physics.data-an2013★ 20 cited
Mixing Bandt-Pompe and Lempel-Ziv approaches: another way to analyze the complexity of continuous-states sequences
S. Zozor, D. Mateos, P. W. Lamberti
In this paper, we propose to mix the approach underlying Bandt-Pompe permutation entropy with Lempel-Ziv complexity, to design what we call Lempel-Ziv permutation complexity. The p…