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Quantifying long-range correlations with a multiscale ordinal pattern approach
(Elsevier Science, 2016-03)
In this paper we use the ordinal patterns probabilities associated with fractional Brownian motions for estimating the Hurst exponent of artificially generated and experimentally measured data. Numerical analysis show a ...
Discriminating image textures with the multiscale two-dimensional complexity-entropy causality plane
(Pergamon-Elsevier Science Ltd, 2016-10)
The aim of this paper is to further explore the usefulness of the two-dimensional complexity-entropy causality plane as a texture image descriptor. A multiscale generalization is introduced in order to distinguish between ...
Characterization of chaotic maps using the permutation Bandt-Pompe probability distribution
(Springer Verlag Berlín, 2013-04)
By appealing to a long list of different nonlinear maps we review the characterization of time series arising from chaotic maps. The main tool for this characterization is the permutation Bandt-Pompe probability distribution ...
Monitoring the informational efficiency of European corporate bond markets with dynamical permutation min-entropy
(Elsevier Science, 2016-03)
In this paper the permutation min-entropy has been implemented to unveil the presence of temporal structures in the daily values of European corporate bond indices from April 2001 to August 2015. More precisely, the ...
Characterization of time series via Rényi complexity–entropy curves
(Elsevier Science, 2018-05)
One of the most useful tools for distinguishing between chaotic and stochastic time series is the so-called complexity-entropy causality plane. This diagram involves two complexity measures: the Shannon entropy and the ...
Learning and distinguishing time series dynamics via ordinal patterns transition graphs
(Elsevier Science Inc, 2019-12)
Strategies based on the extraction of measures from ordinal patterns transformation, such as probability distributions and transition graphs, have reached relevant advancements in distinguishing different time series ...
Bird community composition across an Andean tree-line ecotone
(Wiley, 2012)
Few studies have found strong evidence to suggest that ecotones promote species richness and diversity. In this study we examine the responses of a high-Andean bird community to changes in vegetation and topographical ...