Special Issue "Multiscale Entropy Approaches and Their Applications"
A special issue of Entropy (ISSN 1099-4300).
Deadline for manuscript submissions: 31 March 2019
Dr. Anne Humeau-Heurtier
Laboratoire Angevin de Recherche en Ingénierie des Systèmes (LARIS), University of Angers, IUT, GEII Department, 4 boulevard Lavoisier, BP 42018, 49016 Angers cedex, France
Interests: entropy; multiscale entropy; nonlinear analysis; empirical mode decomposition; biomedical data
Multiscale entropy measures have been proposed from the beginning of the 2000s to evaluate the complexity of time series, by taking into account the multiple time scales in physical systems. Since then, these approaches have received a great deal of attention and have been used in a large range of applications. Multivariate approaches have also been developed.
The algorithms for a multiscale entropy approach are composed of two main steps: i) a coarse-graining procedure to represent the system’s dynamics on different scales; ii) the entropy computation for the original signal and for the coarse-grained time series to evaluate the irregularity for each scale. Moreover, different entropy measures have been associated with the coarse-graining approach, each one having its advantages and drawbacks: approximate entropy, sample entropy, permutation entropy, fuzzy entropy, distribution entropy, dispersion entropy, etc.
In this Special Issue, we would like to collect papers focusing on both the theory and applications of multiscale entropy approaches. Any kind of entropy measure is considered (see above).
The main topics of this Special Issue include (but are not limited to):
- improvement of the coarse-graining concept
- improvement in the entropy measure itself
- applications of the multiscale approach on univariate or multivariate time series; one-dimensional, but also bi-dimensional data are welcome. Applications can include biomedical engineering, chemical engineering, hydrology, pharmaceutical sciences, financial analyses, neurosciences, industrial engineering, geosciences, information sciences, etc.
This issue is to continue with the first issue of Multiscale Entropy,
Dr. Anne Humeau-Heurtier
Manuscript Submission Information
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