06834nam 2201849z- 450 991055762900332120210501(CKB)5400000000045124(oapen)https://directory.doabooks.org/handle/20.500.12854/69266(oapen)doab69266(EXLCZ)99540000000004512420202105d2020 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierMultiscale Entropy Approaches and Their ApplicationsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20201 online resource (446 p.)3-03943-340-7 3-03943-341-5 Multiscale entropy (MSE) measures to evaluate the complexity of time series by taking into account the multiple time scales in physical systems were proposed in the early 2000s. Since then, these approaches have received a great deal of attention and have been used in a wide range of applications. Multivariate approaches have also been developed. The algorithms for an MSE approach are composed of two main steps: (i) a coarse-graining procedure to represent the system's dynamics on different scales and (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. In this Special Issue, we gathered 24 papers focusing on either the theory or applications of MSE approaches. These papers can be divided into two groups: papers that propose new developments in entropy-based measures or improve the understanding of existing ones (9 papers) and papers that propose new applications of existing entropy-based measures (14 papers). Moreover, one paper presents a review of cross-entropy methods and their multiscale approaches.History of engineering and technologybicsscagingAlzheimer diseaseambient temperatureapproximate entropyasynchronybearing fault diagnosisbiometric characterizationbrain complexitycardiac autonomic neuropathycardiac risk stratificationcenter of pressureclock drawing testcomplexitycomposite cross-sample entropyconsolidationcopula densitycorsi block tapping testcouplingCPDCramér-Rao Lower Boundcross-approximate entropycross-conditional entropycross-distribution entropycross-entropycross-fuzzy entropycross-sample entropydefault mode networkdependency structuresdiabetesdigit span testdynamic functional connectivityedge complexityEEGelectrocardiogramelectroencephalogramembodied mediaensemble empirical mode decompositionentropyentropy rateepisodic memoryestimator varianceeye movement events detectionfallsfault diagnosisfinancial time seriesfinite-length signalsFisher ratiofluid intelligencefMRIfunctional near infra-red spectroscopyfuzzy entropygaitheart rate variabilityheart rate variability (HRV)heart soundHMSVMHolterHRVhuman behaviorhumanoidICEEMDANlocal robust principal component analysislong term monitoringmagnetoencephalogrammedical informationmemory effectmental workloadmissing valuesmotifmulti-component signalmulti-scalemulti-scale dispersion entropymulti-scale entropymulti-scale entropy (MSE)multi-scale permutation entropymultifractal spectrummultilevel entropy mapmultiscale analysismultiscale cross-entropymultiscale distribution entropymultiscale entropymultiscale indicesMultiscale Permutation Entropymultiscale time irreversibilitymultivariate datamultivariate multiscale dispersion entropymultivariate time seriesnetwork complexitynode complexitynonlinear analysis time series analysisnonlinear dynamicsordinal patternspage viewPDpermutation entropyphysiological datapostural controlpostural stability indexpredictabilityprefrontal cortexpreterm neonatepulse intervalRCMDEresting stateresting-state functional magnetic resonance imagingRR intervalsample entropyshort-term inter-beat intervalsignal complexitysleep stagingstability statesstructural health monitoringSVMsystolic arterial pressure (SAP)systolic blood pressuretele-communicationtelemetrytensor decompositionthermoregulationtime-scale decompositionvariational mode decompositionvasopressinvector autoregressive fractionally integrated (VARFI) modelsVoronoi decompositionweak faultWikipediaHistory of engineering and technologyHumeau-Heurtier Anneedt1304471Humeau-Heurtier AnneothBOOK9910557629003321Multiscale Entropy Approaches and Their Applications3027456UNINA