Analyzing Multivariate Dynamics Using Cross-Recurrence Quantification Analysis (CRQA), Diagonal-Cross-Recurrence Profiles (DCRP), and Multidimensional Recurrence Quantification Analysis (MdRQA) – A Tutorial in R [PDF]
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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Multidimensional recurrence quantification analysis of human-metronome phasing [PDF]
PLoS ONE, 2023 Perception-action coordination (also known as sensorimotor synchronization, SMS) is often studied by analyzing motor coordination with auditory rhythms. The current study assesses phasing—a compositional technique in which two people tap the same rhythm ...
Caitrín Hall +2 more
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A New Method for Determining the Embedding Dimension of Financial Time Series Based on Manhattan Distance and Recurrence Quantification Analysis [PDF]
Entropy, 2022 Identification of embedding dimension is helpful to the reconstruction of phase space. However, it is difficult to calculate the proper embedding dimension for the financial time series of dynamics.
Hanhuai Zhu, Jingjing Huang
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Four Methods to Distinguish between Fractal Dimensions in Time Series through Recurrence Quantification Analysis [PDF]
Entropy, 2022 Fractal properties in time series of human behavior and physiology are quite ubiquitous, and several methods to capture such properties have been proposed in the past decades.
Alon Tomashin +2 more
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Chemical Engineering Journal Advances, 2022 Tracer particle position time series obtained by RPT experiments were used to quantify the changes in hydrodynamics induced by boiling flows in single and multiple rods assembly.
Ashutosh Yadav, Shantanu Roy
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Multi-Scale Recurrence Quantification Measurements for Voice Disorder Detection
Applied Sciences, 2022 Due to the complexity and non-stationarity of the voice generation system, the nonlinearity of speech signals cannot be accurately quantified. Recently, the recurrence quantification analysis method has been used for voice disorder detection.
Xin-Cheng Zhu +4 more
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Recurrence quantification analysis of gait for computer-aided diagnosis of Parkinson's disease [PDF]
Frontiers in Aging NeuroscienceIntroductionParkinson's disease (PD) is a typical neurodegenerative disorder characterized by progressive motor impairments. Gait analysis offers a promising avenue for non-invasive PD diagnosis, yet extracting discriminative features from gait signals ...
Huan Zhao +8 more
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Detecting transitions in protein dynamics using a recurrence quantification analysis based bootstrap method [PDF]
BMC Bioinformatics, 2017 Background Proteins undergo conformational transitions over different time scales. These transitions are closely intertwined with the protein’s function.
Wael I. Karain
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Recurrence quantification analysis of a three level trophic chain model [PDF]
Heliyon, 2019 Recurrence plots and recurrence quantification analysis based measures - recurrence rate, determinism, divergence, entropy, laminarity and trapping time, are used to detect transitions between periodic and chaotic states and also the laminar states of ...
Rashmi Bhardwaj, Saureesh Das
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Recurrence Quantification Analysis for Scene Change Detection and Foreground/Background Segmentation in Videos [PDF]
Journal of ImagingThis paper presents the mathematical framework of Recurrence Quantification Analysis (RQA) for dynamic video processing, exploring its applications in two primary tasks: scene change detection and adaptive foreground/background segmentation.
Theodora Kyprianidi +2 more
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