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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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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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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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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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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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International Journal of Psychophysiology, 2017
The present study is aimed at the classification of mild cognitive impairment (MCI) EEG by combining complexity and synchronization features based on quantifiers from the common platform of recurrence based analysis. Recurrence rate (RR) of recurrence quantification analysis (RQA) is used for complexity analysis and RR of cross recurrence ...
Leena T, Timothy +2 more
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The present study is aimed at the classification of mild cognitive impairment (MCI) EEG by combining complexity and synchronization features based on quantifiers from the common platform of recurrence based analysis. Recurrence rate (RR) of recurrence quantification analysis (RQA) is used for complexity analysis and RR of cross recurrence ...
Leena T, Timothy +2 more
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2014
This chapter describes a methodological strategy for studying the influence of coupling constraints on interpersonal coordination using cross-recurrence quantification analysis (CRQA). In Study 1, we investigated interpersonal coordination during conversation in virtual-reality (VR) and real-world environments.
Michael Tolston +3 more
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This chapter describes a methodological strategy for studying the influence of coupling constraints on interpersonal coordination using cross-recurrence quantification analysis (CRQA). In Study 1, we investigated interpersonal coordination during conversation in virtual-reality (VR) and real-world environments.
Michael Tolston +3 more
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Nonlinear Dynamics, 2013
Metal cutting is a complex nonlinear dynamical process. Analysis of signals from turning operation shows that the machining exhibits a low-dimensional chaos. The self-excited vibration caused by the regenerative effect, usually called chatter, can be created during machining by increasing one cutting parameter, while keeping all other cutting ...
Jacob Elias, V. N. Narayanan Namboothiri
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Metal cutting is a complex nonlinear dynamical process. Analysis of signals from turning operation shows that the machining exhibits a low-dimensional chaos. The self-excited vibration caused by the regenerative effect, usually called chatter, can be created during machining by increasing one cutting parameter, while keeping all other cutting ...
Jacob Elias, V. N. Narayanan Namboothiri
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Advanced Powder Technology, 2017
Abstract Hydrodynamics of gas-solid fluidized bed was investigated by analyzing its pressure fluctuations using cross recurrence quantification analysis (CRQA). Pressure fluctuations were measured in a lab scale fluidized bed of various particle sizes at different gas velocities.
Hooman Ziaei-Halimejani +2 more
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Abstract Hydrodynamics of gas-solid fluidized bed was investigated by analyzing its pressure fluctuations using cross recurrence quantification analysis (CRQA). Pressure fluctuations were measured in a lab scale fluidized bed of various particle sizes at different gas velocities.
Hooman Ziaei-Halimejani +2 more
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