(Multiscale) cross-entropy methods: A review

A Jamin, A Humeau-Heurtier - Entropy, 2019 - mdpi.com
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 …

Heart rate variability as a biomarker in patients with Chronic Chagas Cardiomyopathy with or without concomitant digestive involvement and its relationship with the …

LEV Silva, HT Moreira, MM de Oliveira… - BioMedical Engineering …, 2022 - Springer
Background Dysautonomia plays an ancillary role in the pathogenesis of Chronic Chagas
Cardiomyopathy (CCC), but is the key factor causing digestive organic involvement. We …

A new complexity measure for time series analysis and classification

N Nagaraj, K Balasubramanian, S Dey - The European Physical Journal …, 2013 - Springer
Complexity measures are used in a number of applications including extraction of
information from data such as ecological time series, detection of non-random structure in …

Risk evaluation of diabetes mellitus by relation of chaotic globals to HRV

NM De Souza, LCM Vanderlei, DM Garner - Complexity, 2015 - Wiley Online Library
This study's aim is to analyze heart rate dynamics in subjects with diabetes by measures of
heart rate variability (HRV). The correlation of chaotic global parameters in the two cohorts is …

Cardiorespiratory coupling analysis based on entropy and cross-entropy in distinguishing different depression stages

L Zhao, L Yang, Z Su, C Liu - Frontiers in physiology, 2019 - frontiersin.org
Aims This study used entropy-and cross entropy-based methods to explore the
cardiorespiratory coupling of depressive patients, and thus to assess the values of those …

On fractal dimensions of soil radon gas time series

M Rafique, J Iqbal, SAA Shah, A Alam, KJ Lone… - Journal of Atmospheric …, 2022 - Elsevier
This paper investigates the complexity of soil radon time series (RTS) recorded from March
2017 to April 2018 in Pakistan via RTM 1688-2 monitor, in direct linkage to parallel series of …

Improved prediction of falls in community-dwelling older adults through phase-dependent entropy of daily-life walking

EAF Ihlen, KS Van Schooten, SM Bruijn… - Frontiers in aging …, 2018 - frontiersin.org
Age and age-related diseases have been suggested to decrease entropy of human gait
kinematics, which is thought to make older adults more susceptible to falls. In this study we …

Multiscale entropy-based methods for heart rate variability complexity analysis

LEV Silva, BCT Cabella, UP da Costa Neves… - Physica A: Statistical …, 2015 - Elsevier
Physiologic complexity is an important concept to characterize time series from biological
systems, which associated to multiscale analysis can contribute to comprehension of many …

Time-dependent limited penetrable visibility graph analysis of nonstationary time series

ZK Gao, Q Cai, YX Yang, WD Dang - Physica A: Statistical Mechanics and …, 2017 - Elsevier
Recent years have witnessed the development of visibility graph theory, which allows us to
analyze a time series from the perspective of complex network. We in this paper develop a …

Efficient synchronization estimation for complex time series using refined cross-sample entropy measure

D Shang, P Shang, Z Zhang - Communications in Nonlinear Science and …, 2021 - Elsevier
Efficient and robust synchronization estimation, namely refined cross-sample entropy
(RCSE) measure, is presented in this study to analyze complex time series. Unlike the …