(Multiscale) Cross-Entropy Methods: A Review

Cross-entropy was introduced in 1996 to quantify the degree of asynchronism between two time series. In 2009, a multiscale cross-entropy measure was proposed to analyze the dynamical characteristics of the coupling behavior between two sequences on multiple scales. Since their introductions, many im...

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Detalles Bibliográficos
Autores principales: Jamin, Antoine, Humeau-Heurtier, Anne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516475/
https://www.ncbi.nlm.nih.gov/pubmed/33285820
http://dx.doi.org/10.3390/e22010045
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author Jamin, Antoine
Humeau-Heurtier, Anne
author_facet Jamin, Antoine
Humeau-Heurtier, Anne
author_sort Jamin, Antoine
collection PubMed
description Cross-entropy was introduced in 1996 to quantify the degree of asynchronism between two time series. In 2009, a multiscale cross-entropy measure was proposed to analyze the dynamical characteristics of the coupling behavior between two sequences on multiple scales. Since their introductions, many improvements and other methods have been developed. In this review we offer a state-of-the-art on cross-entropy measures and their multiscale approaches.
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spelling pubmed-75164752020-11-09 (Multiscale) Cross-Entropy Methods: A Review Jamin, Antoine Humeau-Heurtier, Anne Entropy (Basel) Review Cross-entropy was introduced in 1996 to quantify the degree of asynchronism between two time series. In 2009, a multiscale cross-entropy measure was proposed to analyze the dynamical characteristics of the coupling behavior between two sequences on multiple scales. Since their introductions, many improvements and other methods have been developed. In this review we offer a state-of-the-art on cross-entropy measures and their multiscale approaches. MDPI 2019-12-29 /pmc/articles/PMC7516475/ /pubmed/33285820 http://dx.doi.org/10.3390/e22010045 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Jamin, Antoine
Humeau-Heurtier, Anne
(Multiscale) Cross-Entropy Methods: A Review
title (Multiscale) Cross-Entropy Methods: A Review
title_full (Multiscale) Cross-Entropy Methods: A Review
title_fullStr (Multiscale) Cross-Entropy Methods: A Review
title_full_unstemmed (Multiscale) Cross-Entropy Methods: A Review
title_short (Multiscale) Cross-Entropy Methods: A Review
title_sort (multiscale) cross-entropy methods: a review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516475/
https://www.ncbi.nlm.nih.gov/pubmed/33285820
http://dx.doi.org/10.3390/e22010045
work_keys_str_mv AT jaminantoine multiscalecrossentropymethodsareview
AT humeauheurtieranne multiscalecrossentropymethodsareview

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