Color Recurrence Plots for Bearing Fault Diagnosis [PDF]
Sensors, 2022 This paper presents bearing fault diagnosis using the image classification of different fault patterns. Feature extraction for image classification is carried out using a novel approach of Color recurrence plots, which is presented for the first time ...
Vilma Petrauskiene +4 more
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Cross recurrence plot based synchronization of time series [PDF]
Nonlinear Processes in Geophysics, 2002 The method of recurrence plots is extended to the cross recurrence plots (CRP) which, among others, enables the study of synchronization or time differences in two time series.
N. Marwan, M. Thiel, N. R. Nowaczyk
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Recurrence Plots in Nonlinear Time Series Analysis: Free Software [PDF]
Journal of Statistical Software, 2002 Recurrence plots are graphical devices specially suited to detect hidden dynamical patterns and nonlinearities in data. However, there are few programs available to apply such a mehodology.
Jorge Belaire-Franch, Dulce Contreras
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Improved Recurrence Plots Compression Distance by Learning Parameter for Video Compression Quality [PDF]
Entropy, 2023 As the Internet-of-Things is deployed widely, many time-series data are generated everyday. Thus, classifying time-series automatically has become important.
Tatsumasa Murai, Hisashi Koga
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Visualizing and Quantifying Longitudinal Changes in Verbal Fluency Using Recurrence Plots [PDF]
Frontiers in Aging Neuroscience, 2022 The verbal fluency task, where participants name as many instances of a specific semantic or phonemic category as possible in a certain time limit, is widely used to probe language and memory retrieval functions in research and clinical settings.
Samira A. Maboudian +5 more
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Recurrence Plots 25 years later -- gaining confidence in dynamical transitions [PDF]
, 2013 Recurrence plot based time series analysis is widely used to study changes and transitions in the dynamics of a system or temporal deviations from its overall dynamical regime.
Kurths, Jürgen +2 more
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A Bibliographic View on Recurrence Plots and Recurrence Quantification Analyses [PDF]
A bibliographic database containing studies on recurrence plots and related methods is analyzed from various perspectives. This allows a detailed view of the field's development, showcasing the continuous growth in the method's popularity, as well as the emergence, decline, and dynamics of topical subjects over time.
Norbert Marwan
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Character-level linguistic biomarkers for precision assessment of cognitive decline: a symbolic recurrence approach [PDF]
Frontiers in Aging NeuroscienceEarly-stage Alzheimer's disease (AD) remains difficult to assess using conventional linguistic or cognitive assessments, which often overlook subtle and individualized disruptions in speech.
Kevin Mekulu, Faisal Aqlan, Hui Yang
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The role of recurrence plots in characterizing the output-unemployment relationship: an analysis. [PDF]
PLoS ONE, 2013 We analyse the output-unemployment relationship using an approach based on cross-recurrence plots and quantitative recurrence analysis. We use post-war period quarterly U.S. data.
Petre Caraiani, Emmanuel Haven
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Generalised recurrence plot analysis for spatial data [PDF]
Physics Letters A, 2006 Recurrence plot based methods are highly efficient and widely accepted tools for the investigation of time series or one-dimensional data. We present an extension of the recurrence plots and their quantifications in order to study recurrent structures in higher-dimensional spatial data. The capability of this extension is illustrated on prototypical 2D
Norbert Marwan +2 more
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