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Review

(Multiscale) Cross-Entropy Methods: A Review

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COTTOS Médical, Allée du 9 novembre 1989, 49240 Avrillé, France
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LARIS – Laboratoire Angevin de Recherche en Ingénierie des Systèmes, Univesity Angers, 62 avenue Notre-Dame du Lac, 49000 Angers, France
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Author to whom correspondence should be addressed.
Entropy 2020, 22(1), 45; https://doi.org/10.3390/e22010045
Received: 9 December 2019 / Revised: 24 December 2019 / Accepted: 26 December 2019 / Published: 29 December 2019
(This article belongs to the Special Issue Multiscale Entropy Approaches and Their Applications)
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. View Full-Text
Keywords: cross-entropy; multiscale cross-entropy; asynchrony; complexity; coupling; cross-sample entropy; cross-approximate entropy; cross-distribution entropy; cross-fuzzy entropy; cross-conditional entropy cross-entropy; multiscale cross-entropy; asynchrony; complexity; coupling; cross-sample entropy; cross-approximate entropy; cross-distribution entropy; cross-fuzzy entropy; cross-conditional entropy
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MDPI and ACS Style

Jamin, A.; Humeau-Heurtier, A. (Multiscale) Cross-Entropy Methods: A Review. Entropy 2020, 22, 45. https://doi.org/10.3390/e22010045

AMA Style

Jamin A, Humeau-Heurtier A. (Multiscale) Cross-Entropy Methods: A Review. Entropy. 2020; 22(1):45. https://doi.org/10.3390/e22010045

Chicago/Turabian Style

Jamin, Antoine, and Anne Humeau-Heurtier. 2020. "(Multiscale) Cross-Entropy Methods: A Review" Entropy 22, no. 1: 45. https://doi.org/10.3390/e22010045

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