the multiscale entropy algorithm and its variants: a review
Clicks: 190
ID: 248490
2015
Multiscale entropy (MSE) analysis was introduced in the 2002 to evaluate the complexity of a time series by quantifying its entropy over a range of temporal scales. The algorithm has been successfully applied in different research fields. Since its introduction, a number of modifications and refinements have been proposed, some aimed at increasing the accuracy of the entropy estimates, others at exploring alternative coarse-graining procedures. In this review, we first describe the original MSE algorithm. Then, we review algorithms that have been introduced to improve the estimation of MSE. We also report a recent generalization of the method to higher moments.
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humeau-heurtier2015entropythe
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| Authors | ;Anne Humeau-Heurtier |
| Journal | European journal of medicinal chemistry |
| Year | 2015 |
| DOI | 10.3390/e17053110 |
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