Stickiness and recurrence plots: An entropy-based approach
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2023 The stickiness effect is a fundamental feature of quasi-integrable Hamiltonian systems. We propose the use of an entropy-based measure of the recurrence plots (RPs), namely, the entropy of the distribution of the recurrence times (estimated from the RP), to characterize the dynamics of a typical quasi-integrable Hamiltonian system with coexisting ...
Matheus R. Sales +6 more
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Use of recurrence quantification analysis to examine associations between changes in text structure across an expressive writing intervention and reductions in distress symptoms in women wth breast cancer [PDF]
, 2019 The current study presents an exploratory analysis of using Recurrence Quantification Analysis (RQA) to analyze text data from an Expressive Writing Intervention (EWI) for Danish women treated for Breast Cancer.
Bovbjerg, D. +5 more
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Recurring patterns of atrial fibrillation in surface ECG predict restoration of sinus rhythm by catheter ablation [PDF]
, 2014 Background Non-invasive tools to help identify patients likely to benefit from catheter ablation (CA) of atrial fibrillation (AF) would facilitate personalised treatment planning.
Bourke, John P. +3 more
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Global transposable characteristics in the yeast complete DNA sequence [PDF]
, 2010 Global transposable characteristics in the complete DNA sequence of the Saccharomyces cevevisiae yeast is determined by using the metric representation and recurrence plot methods.
Wu, Zuo-Bing
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Recurrence plot statistics and the effect of embedding
, 2005 Recurrence plots provide a graphical representation of the recurrent patterns in a timeseries, the quantification of which is a relatively new field. Here we derive analytical expressions which relate the values of key statistics, notably determinism and
Bernstein +30 more
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Periodic correlation structures in bacterial and archaeal complete genomes [PDF]
, 2013 The periodic transference of nucleotide strings in bacterial and archaeal complete genomes is investigated by using the metric representation and the recurrence plot method.
Wu, Zuo-Bing
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Rolling Bearing Fault Diagnosis Based on Recurrence Plot
IEEE AccessA bearing fault diagnosis method based on recurrence plots and a fusion neural network is proposed to address the low recognition accuracy of noisy bearing vibration data.
Zheming Chen, Bin Xu, Zhong Zhang
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Non-Intrusive Load Monitoring Based on Swin-Transformer with Adaptive Scaling Recurrence Plot
Energies, 2022 Non-Intrusive Load Monitoring (NILM) is an effective energy consumption analysis technology, which just requires voltage and current signals on the user bus.
Yongtao Shi +3 more
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, 1997 Recurrence plots were introduced to help aid the detection of signals in complicated data series. This effort was furthered by the quantification of recurrence plot elements.
Alessandro Giuliani +28 more
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EPL (Europhysics Letters), 2016 Recurrence plots display binary texture of time series from dynamical systems with single dots and line structures. Using fuzzy recurrence plots, recurrences of the phase-space states can be visualized as grayscale texture, which is more informative for pattern analysis.
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