dc.contributor.author | Zozor, Steeve | |
dc.contributor.author | Mateos, Diego M. | |
dc.contributor.author | Lamberti, Pedro W. | |
dc.date.accessioned | 2022-12-15T20:26:24Z | |
dc.date.available | 2022-12-15T20:26:24Z | |
dc.date.issued | 2014 | |
dc.identifier.uri | http://hdl.handle.net/11086/30023 | |
dc.description | Artículo finalmente publicado en. Zozor, S., Mateos, D. & Lamberti, P.W. Mixing Bandt-Pompe and Lempel-Ziv approaches: another way to analyze the complexity of continuous-state sequences. Eur. Phys. J. B 87, 107 (2014). | es |
dc.description.abstract | 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 principle
consists of two steps: (i) transformation of a continuous-state series that is intrinsically multivariate or
arises from embedding into a sequence of permutation vectors, where the components are the positions of
the components of the initial vector when re-arranged; (ii) performing the Lempel-Ziv complexity for this
series of ‘symbols’, as part of a discrete finite-size alphabet. On the one hand, the permutation entropy
of Bandt-Pompe aims at the study of the entropy of such a sequence; i.e., the entropy of patterns in a
sequence (e.g., local increases or decreases). On the other hand, the Lempel-Ziv complexity of a discrete-
state sequence aims at the study of the temporal organization of the symbols (i.e., the rate of compressibility
of the sequence). Thus, the Lempel-Ziv permutation complexity aims to take advantage of both of these
methods. The potential from such a combined approach – of a permutation procedure and a complexity
analysis – is evaluated through the illustration of some simulated data and some real data. In both cases,
we compare the individual approaches and the combined approach. | en |
dc.format.medium | Impreso; Electrónico y/o Digital | |
dc.language.iso | eng | es |
dc.relation | De la versión publicada: http://dx.doi.org/10.1140/epjb/e2014-41018-5 | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.source | e-ISSN 1434-6036 | |
dc.subject | Lempel–Ziv permutation complexity | en |
dc.subject | Permutation vectors | en |
dc.subject | Continuous-state data analysis | en |
dc.subject | Nonlinear physics | en |
dc.title | Mixing Bandt-Pompe and Lempel-Ziv approaches : another way to analyze the complexity of continuous-state sequences | en |
dc.type | article | es |
dc.description.version | acceptedVersion | es |
dc.description.fil | Fil: Mateos, Diego. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina. | es |
dc.description.fil | Fil: Lamberti, Pedro W. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina. | es |
dc.description.fil | Fil: Lamberti, Pedro W. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina | es |
dc.description.fil | Fil: Mateos, Diego. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina | es |
dc.description.fil | Fil: Zozor, Steeve. Université de Grenoble. Laboratoire Grenoblois d’Image, Parole, Signal et Automatique; France | es |
dc.description.fil | Fil: Zozor, Steeve. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Física de La Plata; Argentina | es |
dc.description.fil | Fil: Zozor, Steeve. Universidad Nacional de la Plata. Facultad de Ciencias Exactas. Departamento de Física; Argentina | es |
dc.journal.city | Berlín | es |
dc.journal.country | Alemania | es |
dc.journal.editorial | Springer | es |
dc.journal.pagination | 107-112 | es |
dc.journal.referato | Con referato | |
dc.journal.title | The European Physical Journal B | es |
dc.journal.tome | 2014 | es |
dc.journal.volume | 87 | es |
dc.description.field | Física de los Materiales Condensados | |