Recurrence quantification analysis provides the link between age-related decline in motor brain response and complexity of the baseline EEG [PDF]
Известия высших учебных заведений: Прикладная нелинейная динамика, 2021 The goal of the present study is to investigate the effect of healthy aging on the neuronal mechanisms supporting human brain activity during motor task performance. Such biomarkers of the age-related changes can be detected using mathematical methods of
Pitsik, Elena N
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Cailiao gongcheng, 2022 Nondestructive evaluation on fatigue damage of metallic materials with ultrasound is important to ensure the load-bearing capability and in-service reliability of high-performance components.The fatigue damage of industrial pure iron was studied, and a ...
MENG Yiyuan +4 more
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A Nonlinear Method for Characterizing Discrete Defects in Thick Multilayer Composites
Applied Sciences, 2019 Discrete defects in thick composites are difficult to detect for the small size and the structure noise that appears in multilayer composites. In this paper, a nonlinear method, called recurrence analysis, has been used for characterizing discrete ...
Guoyang Teng +3 more
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RCOVID19: Recurrence-based SARS-CoV-2 features using chaos game representation
Data in Brief, 2020 Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is responsible for the COVID-19 pandemic. It was first detected in China and was rapidly spread to other countries.
Mohammad Hossein Olyaee +3 more
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A Differential Biomarker Based on Recurrence Quantification Analysis of EEG Signal and Genetic Algorithm for Epilepsy Diagnosis [PDF]
Journal of Artificial Intelligence and System ModellingSelecting features with strong discriminatory capabilities is crucial for data classification challenges. Recurrence Quantification Analysis (RQA) is a promising technique for detecting seizures without assuming stationary conditions, accommodating ...
Vanithamani Palanisamy +2 more
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Improving the understanding of sleep apnea characterization using Recurrence Quantification Analysis by defining overall acceptable values for the dimensionality of the system, the delay, and the distance threshold. [PDF]
PLoS ONE, 2018 Our contribution focuses on the characterization of sleep apnea from a cardiac rate point of view, using Recurrence Quantification Analysis (RQA), based on a Heart Rate Variability (HRV) feature selection process.
Sofía Martín-González +4 more
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A New Process Monitoring Method Based on Waveform Signal by Using Recurrence Plot
Entropy, 2015 Process monitoring is an important research problem in numerous areas. This paper proposes a novel process monitoring scheme by integrating the recurrence plot (RP) method and the control chart technique.
Cheng Zhou, Weidong Zhang
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Nonlinear analysis of gravitational wave signals based on recurrence quantification analysis
MATEC Web of Conferences, 2018 Recurrence plot and recurrence quantification analysis are used to analyze different features of gravitational wave signals. Firstly, the appropriate delay time and embedding dimension are respectively estimated by methods of the C_C method.
Fan Zhenyan +4 more
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Frontiers in Psychology, 2018 This paper provides a practical, hands-on introduction to cross-recurrence quantification analysis (CRQA), diagonal cross-recurrence profiles (DCRP), and multidimensional recurrence quantification analysis (MdRQA) in R.
Sebastian Wallot, Giuseppe Leonardi
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Scientific Reports, 2023 This paper uses recurrence quantification analysis (RQA) combined with entropy measures and organization indices to characterize arrhythmic patterns and dynamics in computer simulations of cardiac tissue.
Radek Halfar +3 more
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