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A Strategy for the Use of the Cross Recurrence Quantification Analysis
Studies in Nonlinear Dynamics & Econometrics, 2020Abstract In this work, our goal is to analyze the use of the Cross Recurrence Plot (CRP) and its quantification (CRQA) as tools to detect the possible existence of a relationship between two systems. To do that, we define three tests that are a bivariate extension of those proposed by Aparicio et al. (Aparicio, T., E.
Aparicio Aspas, Teresa +2 more
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Cross-recurrence analysis for pattern matching of multidimensional physiological signals
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2020Cross-recurrence quantification analysis (CRQA), based on the cross-recurrence plot (CRP), is an effective method to characterize and quantify the nonlinear interrelationships between a pair of nonlinear time series. It allows the flexibility of reconstructing signals in the phase space and to identify different types of patterns at arbitrary positions
Adam Meyers, Mohammed Buqammaz, Hui Yang
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Limits of Cross-Recurrence Quantification Analysis in Real-Time Data Processing
2021 5th Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2021we study data processing in real-time using cross-recurrence quantification analysis. In numerical modeling, the dependence of the calculation speed of the algorithm on the length of the time series is shown. Using a nonlinear model system, the limits of the analysis method are defined.
Danil Kulminskiy +2 more
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Fuzzy Cross Recurrence Analysis and Tensor Decomposition of Major-Depression Time-Series Data
International Conference on Data Science, E-learning and Information Systems 2021, 2021The mechanism underlying the complex behavior of major or clinical depression has been hypothesized as a dynamical system. This study presents an analysis of mood self-assessment in major depression using the method of fuzzy cross recurrence plots and tensor decomposition.
Tuan D. Pham, Faisal Yousif Al Anezi
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Cross Recurrence Plots Analysis of the North–South Sunspot Activities
Proceedings of the International Astronomical Union, 2004A new technique of nonlinear interrelations between time series developed by Marwan & Kurths, (2002) has been applied to the sunspot data. By using this tools we have investigated synchronization and phase difference in annual sunspot areas — time series available for Northern and Southern Hemispheres of the Sun.
Dmitri I. Ponyavin, Nadejda V. Zolotova
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Multiscale Cross-Recurrence Plot and Recurrence Quantification Analysis Based on Coarse-Grained
Fluctuation and Noise Letters, 2021In this paper, we proposed multiscale cross-recurrence quantification analysis (MSCRQA) method to analyze the dynamic states of two time series at different time scales. We apply this method to model system (two coupled van der Pol oscillators) and real-world system (SSEC and SZSE). It demonstrates that the MSCRQA can show richer and more recognizable
A. Jingjing Huang +2 more
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Determining team cognition from delay analysis using cross recurrence plot
2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016Team cognition is an important factor in evaluating and determining team performance. Forming a team with good shared cognition is even more crucial for laparoscopic surgery applications. In this study, we analyzed the eye tracking data of two surgeons during a laparoscopic simulation operation, then performed Cross Recurrence Analysis (CRA) on the ...
Nasim Hajari +3 more
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Gear Damage Severity Evaluation Based on Cross Recurrence Quantification Analysis
2017 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC), 2017This paper utilizes cross recurrence quantification analysis (CRQA) as a quantitative tool for gear damage severity assessment, and proposes a new approach to simplify the procedure of embedding parameters selection. In principle, the CRQA derives quantitative measures from the cross recurrence plot (CRP) between two different systems to quantitatively
Pu Wang, Ruqiang Yan
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Neuroscience Letters, 2008
Previous research has demonstrated that intra- and interpersonal rhythmic interlimb coordination are both constrained by the self-organizing entrainment process of coupled oscillators. Despite intra- and interpersonal coordination exhibiting the same stable macroscopic movement patterns the variability of the coordination is typically found to be much ...
Michael J, Richardson +4 more
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Previous research has demonstrated that intra- and interpersonal rhythmic interlimb coordination are both constrained by the self-organizing entrainment process of coupled oscillators. Despite intra- and interpersonal coordination exhibiting the same stable macroscopic movement patterns the variability of the coordination is typically found to be much ...
Michael J, Richardson +4 more
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Concept drift detection on social network data using cross-recurrence quantification analysis
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2018This paper presents our efforts to detect Concept Drifts (changes in data generation processes), using the Cross-Recurrence Quantification Analysis, on time series produced by social network systems. Experiments were performed on the TSViz project (http://www.tsviz.com.br), which collects online tweets associated with predefined hashtags and processes ...
Rodrigo F. de Mello +3 more
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