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Recurrence Quantification Analysis for Understanding Complex Systems

This Focus Issue celebrates the 30th anniversary of recurrence plots which are simple graphical tools used to visualize the basic, dynamical characteristics of time series. The articles below address both fundamental aspects of recurrence plots as well as their applications to research in social media phenomena, corrosion processes, medicine and geology.

Guest Editors: Norbert Marwan, Charles L. Webber, Elbert E. N. Macau and Ricardo L. Viana

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FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
Introduction to focus issue: Recurrence quantification analysis for understanding complex systems
Norbert Marwan; Charles L. Webber, Jr.; Elbert E. N. Macau; Ricardo L. Viana
10.1063/1.5050929
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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A recurrence quantification analysis-based channel-frequency convolutional neural network for emotion recognition from EEG
Yu-Xuan Yang; Zhong-Ke Gao; Xin-Min Wang; Yan-Li Li; Jing-Wei Han; Norbert Marwan; Jürgen Kurths
10.1063/1.5023857
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Probabilistic analysis of recurrence plots generated by fractional Gaussian noise
Sofiane Ramdani; Frédéric Bouchara; Annick Lesne
10.1063/1.5030522
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Extended recurrence plot and quantification for noisy continuous dynamical systems
Dadiyorto Wendi; Norbert Marwan
10.1063/1.5025485
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Social semantic networks: Measuring topic management in discourse using a pyramid of conceptual recurrence metrics
Daniel Angus; Janet Wiles
10.1063/1.5024809
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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New skip parameter to facilitate recurrence quantification of signals comprised of multiple components
James P. Hummel; Joseph G. Akar; Alex Baher; Charles L. Webber, Jr.
10.1063/1.5024845
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Recurrence threshold selection for obtaining robust recurrence characteristics in different embedding dimensions
K. Hauke Kraemer; Reik V. Donner; Jobst Heitzig; Norbert Marwan
10.1063/1.5024914
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Concept drift detection on social network data using cross-recurrence quantification analysis
Rodrigo F. de Mello; Ricardo A. Rios; Paulo A. Pagliosa; Caio S. Lopes
10.1063/1.5024241
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Recurrence-based analysis of barrier breakup in the standard nontwist map
Moises S. Santos; Michele Mugnaine; José D. Szezech, Jr.; Antonio M. Batista; Iberê L. Caldas; Murilo S. Baptista; Ricardo L. Viana
10.1063/1.5021544
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Deriving inferential statistics from recurrence plots: A recurrence-based test of differences between sample distributions and its comparison to the two-sample Kolmogorov-Smirnov test
Sebastian Wallot; Giuseppe Leonardi
10.1063/1.5024915
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Temporal organization of magnetospheric fluctuations unveiled by recurrence patterns in the Dst index
Reik V. Donner; Veronika Stolbova; Georgios Balasis; Jonathan F. Donges; Marina Georgiou; Stelios M. Potirakis; Jürgen Kurths
10.1063/1.5024792
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Multivariate weighted recurrence network analysis of EEG signals from ERP-based smart home system
Zhong-Ke Gao; Cheng-Yong Liu; Yu-Xuan Yang; Qing Cai; Wei-Dong Dang; Xiu-Lan Du; Hao-Xuan Jia
10.1063/1.5018824
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Is Bach’s brain a Markov chain? Recurrence quantification to assess Markov order for short, symbolic, musical compositions
Jack Murdoch Moore; Débora Cristina Corrêa; Michael Small
10.1063/1.5024814
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Recurrence network modeling and analysis of spatial data
Cheng-Bang Chen; Hui Yang; Soundar Kumara
10.1063/1.5024917
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Optimizing the detection of nonstationary signals by using recurrence analysis
Thiago de Lima Prado; Gustavo Zampier dos Santos Lima; Bruno Lobão-Soares; George C. do Nascimento; Gilberto Corso; John Fontenele-Araujo; Jürgen Kurths; Sergio Roberto Lopes
10.1063/1.5022154
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Analysis of diagonals in cross recurrence plots between heart rate and systolic blood pressure during supine position and active standing in healthy adults
Gertrudis Hortensia González-Gómez; Oscar Infante; Paola Martínez-García; Claudia Lerma
10.1063/1.5024685
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Recurrence plots for the assessment of patient-ventilator interactions quality during invasive mechanical ventilation
Nadja C. Carvalho; Leonardo L. Portes; Alessandro Beda; Lucinara M. S. Tallarico; Luis A. Aguirre
10.1063/1.5020371
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Characterization of human persistent atrial fibrillation electrograms using recurrence quantification analysis
Tiago P. Almeida; Fernando S. Schlindwein; João Salinet; Xin Li; Gavin S. Chu; Jiun H. Tuan; Peter J. Stafford; G. André Ng; Diogo C. Soriano
10.1063/1.5024248
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Detection of unstable periodic orbits in mineralising geological systems
S. Oberst; R. K. Niven; D. R. Lester; A. Ord; B. Hobbs; N. Hoffmann
10.1063/1.5024134
FOCUS ISSUE: RECURRENCE QUANTIFICATION ANALYSIS FOR UNDERSTANDING COMPLEX SYSTEMS
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Sleep-wake detection using recurrence quantification analysis
V. C. Parro; L. Valdo
10.1063/1.5024692

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