Recurrence Quantification Analysis

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Recurrence Quantification Analysis Theory and Best Practices

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Author by : Charles L. Webber, Jr.
Languange Used : English, France, Spanish, Italia and chinese
Page : 421
Isbn : 3319071556
Identifier : 9783319071558
Release : 2014-07-31
Publisher by : Springer
Category : Science
Total Download : 8121104
Total Read : 8435056
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Description : Read Now Recurrence Quantification Analysis by Charles L. Webber, Jr. and you can download with pub, pdf, txt, doc, and more file format with free account. the analysis of recurrences in dynamical systems by using recurrence plots and their quantification is still an emerging field. over the past decades recurrence plots have proven to be valuable data visualization and analysis tools in the theoretical study of complex, time-varying dynamical systems as well as in various applications in biology, neuroscience, kinesiology, psychology, physiology, engineering, physics, geosciences, linguistics, finance, economics, and other disciplines. this multi-authored book intends to comprehensively introduce and showcase recent advances as well as established best practices concerning both theoretical and practical aspects of recurrence plot based analysis. edited and authored by leading researcher in the field, the various chapters address an interdisciplinary readership, ranging from theoretical physicists to application-oriented scientists in all data-providing disciplines.

Recurrence Quantification Analysis Theory and Best Practices

Download Recurrence Quantification Analysis Book or Ebook File with PDF Epub Audio and Full format File

Author by : Charles L. Webber, Jr.
Languange Used : English, France, Spanish, Italia and chinese
Page : 421
Isbn : 9783319356013
Identifier : 3319356011
Release : 2016-08-23
Publisher by : Springer
Category : Science
Total Download : 3006043
Total Read : 8823130
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Description : Read Now Recurrence Quantification Analysis by Charles L. Webber, Jr. and you can download with pub, pdf, txt, doc, and more file format with free account. the analysis of recurrences in dynamical systems by using recurrence plots and their quantification is still an emerging field. over the past decades recurrence plots have proven to be valuable data visualization and analysis tools in the theoretical study of complex, time-varying dynamical systems as well as in various applications in biology, neuroscience, kinesiology, psychology, physiology, engineering, physics, geosciences, linguistics, finance, economics, and other disciplines. this multi-authored book intends to comprehensively introduce and showcase recent advances as well as established best practices concerning both theoretical and practical aspects of recurrence plot based analysis. edited and authored by leading researcher in the field, the various chapters address an interdisciplinary readership, ranging from theoretical physicists to application-oriented scientists in all data-providing disciplines.

The Order Recurrence Quantification Analysis of the Characteristics of Two-phase Flow Pattern Based on Multi-scale Decomposition

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Author by : no defined
Languange Used : English, France, Spanish, Italia and chinese
Page : 233
Isbn :
Identifier : OCLC:1053730457
Release : 2015
Publisher by : no defined
Category :
Total Download : 9807701
Total Read : 2668610
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Description : Read Now The Order Recurrence Quantification Analysis Of The Characteristics Of Two Phase Flow Pattern Based On Multi Scale Decomposition by no defined and you can download with pub, pdf, txt, doc, and more file format with free account. based on the conductance fluctuating signals of the gas–liquid two-phase flow measured in a vertical upward pipe, the multi-scale order recurrence quantification analysis method is used to research the dynamic characteristics of the gas–liquid two-phase typical flow patterns. we obtain each scale signal of the conductance fluctuating signals of the gas–liquid two-phase flow by ensemble empirical mode multi-scale decomposition, and then draw the order recurrence plot (orp) of each scale signal. in order to test the effect of the orp, we conduct quantitative analysis of the orp through the averaged diagonal length. the results show that the orp method can characterize the dynamic characteristics of the two-phase flow pattern. compared with the recurrence plot (rp), the orp clearly shows the entire texture of blocks, and it is more intuitive and effective than the linear texture of the rp visually. it is shown that multi-scale order recurrence analysis is an efficient method for understanding the characteristics of the gas–liquid two-phase flow patterns.

Principal Components of Recurrence Quantification Analysis of EMG.

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Author by : no defined
Languange Used : English, France, Spanish, Italia and chinese
Page : 4
Isbn :
Identifier : OCLC:74238001
Release : 2001
Publisher by : no defined
Category :
Total Download : 1271614
Total Read : 6935260
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Description : Read Now Principal Components Of Recurrence Quantification Analysis Of Emg by no defined and you can download with pub, pdf, txt, doc, and more file format with free account. a nonlinear dynamical signal analysis technique, recurrence quantification analysis (rqa), was applied to surface electromyograms (emg) recorded during a series of isometric contractions. none of the ten rqa features calculated adequately related the emg to the force level so principal components analysis was applied to combine these features into a lower number of variables. linear regression of the first principal component gave similar lines for each subject. however, the error was too great for these lines to be used in predicting force from the principal component.

Recurrence Plots and Their Quantifications: Expanding Horizons Proceedings of the 6th International Symposium on Recurrence Plots, Grenoble, France, 17-19 June 2015

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Author by : Charles L. Webber, Jr.
Languange Used : English, France, Spanish, Italia and chinese
Page : 380
Isbn : 3319299220
Identifier : 9783319299228
Release : 2016-05-18
Publisher by : Springer
Category : Science
Total Download : 8174800
Total Read : 4838067
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Description : Read Now Recurrence Plots And Their Quantifications Expanding Horizons by Charles L. Webber, Jr. and you can download with pub, pdf, txt, doc, and more file format with free account. the chapters in this book originate from the research work and contributions presented at the sixth international symposium on recurrence plots held in grenoble, france in june 2015. scientists from numerous disciplines gathered to exchange knowledge on recent applications and developments in recurrence plots and recurrence quantification analysis. this meeting was remarkable because of the obvious expansion of recurrence strategies (theory) and applications (practice) into ever-broadening fields of science. it discusses real-world systems from various fields, including mathematics, strange attractors, applied physics, physiology, medicine, environmental and earth sciences, as well as psychology and linguistics. even readers not actively researching any of these particular systems will benefit from discovering how other scientists are finding practical non-linear solutions to specific problems.the book is of interest to an interdisciplinary audience of recurrence plot users and researchers interested in time series analysis in particular, and in complex systems in general.

Translational Recurrences From Mathematical Theory to Real-World Applications

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Author by : Norbert Marwan
Languange Used : English, France, Spanish, Italia and chinese
Page : 230
Isbn : 3319095315
Identifier : 9783319095318
Release : 2014-08-27
Publisher by : Springer
Category : Computers
Total Download : 1784771
Total Read : 215644
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Description : Read Now Translational Recurrences by Norbert Marwan and you can download with pub, pdf, txt, doc, and more file format with free account. this book features 13 papers presented at the fifth international symposium on recurrence plots, held august 2013 in chicago, il. it examines recent applications and developments in recurrence plots and recurrence quantification analysis (rqa) with special emphasis on biological and cognitive systems and the analysis of coupled systems using cross-recurrence methods. readers will discover new applications and insights into a range of systems provided by recurrence plot analysis and new theoretical and mathematical developments in recurrence plots. recurrence plot based analysis is a powerful tool that operates on real-world complex systems that are nonlinear, non-stationary, noisy, of any statistical distribution, free of any particular model type and not particularly long. quantitative analyses promote the detection of system state changes, synchronized dynamical regimes or classification of system states. the book will be of interest to an interdisciplinary audience of recurrence plot users and researchers interested in time series analysis of complex systems in general.

Medical Data Analysis Second International Symposium, ISMDA 2001, Madrid, Spain, October 8-9, 2001 Proceedings

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Author by : Jose Crespo
Languange Used : English, France, Spanish, Italia and chinese
Page : 314
Isbn : 3540454977
Identifier : 9783540454977
Release : 2003-08-06
Publisher by : Springer
Category : Computers
Total Download : 1278856
Total Read : 8169357
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Description : Read Now Medical Data Analysis by Jose Crespo and you can download with pub, pdf, txt, doc, and more file format with free account. the 2nd international symposium on medical data analysis (ismda 2001) was the continuation of the successful ismda 2000, a conference held in fra- furt, germany, in september 2000. the ismda conferences were conceived to integrate interdisciplinary research from scienti?c ?elds such as statistics, s- nal processing, medical informatics, data mining, and biometrics for biomedical data analysis. a number of academic and professional people from those ?elds, including computer scientists, statisticians, physicians, engineers, and others, - alized that new approaches were needed to apply successfully all the traditional techniques, methods, and tools of data analysis to medicine. ismda 2001, as its predecessor, aimed to provide an international forum for sharing and exchanging original research ideas and practical development ex- riences. this year we broadened the scope of the conference, to included methods for image analysis and bioinformatics. both are exciting scienti?c research ?elds and it was clear to the scienti?c committee that they had to be included in the areas of interest. medicine has been one of the most di?cult application areas for computing. the number and importance of the di?erent issues involved suggests why many data analysis researchers ?nd the medical domain such a challenging ?eld. new interactive approaches are needed to solve these problems.

Unstable Singularities and Randomness Their Importance in the Complexity of Physical, Biological and Social Sciences

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Author by : Joseph P. Zbilut
Languange Used : English, France, Spanish, Italia and chinese
Page : 252
Isbn : 9780080474694
Identifier : 0080474691
Release : 2004-06-18
Publisher by : Elsevier
Category : Science
Total Download : 7573639
Total Read : 9573961
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Description : Read Now Unstable Singularities And Randomness by Joseph P. Zbilut and you can download with pub, pdf, txt, doc, and more file format with free account. traditionally, randomness and determinism have been viewed as being diametrically opposed, based on the idea that causality and determinism is complicated by “noise. although recent research has suggested that noise can have a productive role, it still views noise as a separate entity. this work suggests that this not need to be so. in an informal presentation, instead, the problem is traced to traditional assumptions regarding dynamical equations and their need for unique solutions. if this requirement is relaxed, the equations admit for instability and stochasticity evolving from the dynamics itself. this allows for a decoupling from the “burden of the past and provides insights into concepts such as predictability, irreversibility, adaptability, creativity and multi-choice behaviour. this reformulation is especially relevant for biological and social sciences whose need for flexibility a propos of environmental demands is important to understand: this suggests that many system models are based on randomness and nondeterminism complicated with a little bit of determinism to ultimately achieve concurrent flexibility and stability. as a result, the statistical perception of reality is seen as being a more productive tool than classical determinism. the book addresses scientists of all disciplines, with special emphasis at making the ideas more accessible to scientists and students not traditionally involved in the formal mathematics of the physical sciences. the implications may be of interest also to specialists in the philosophy of science. · presents the ideas in an informal language. · provides tools for exploring data for singularities.

MATLAB® Recipes for Earth Sciences

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Author by : Martin Trauth
Languange Used : English, France, Spanish, Italia and chinese
Page : 237
Isbn : 3540279849
Identifier : 9783540279846
Release : 2006-04-20
Publisher by : Springer Science & Business Media
Category : Science
Total Download : 1860366
Total Read : 5110147
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Description : Read Now Matlab R Recipes For Earth Sciences by Martin Trauth and you can download with pub, pdf, txt, doc, and more file format with free account. matlab is used in a wide range of applications in geosciences, such as image processing in remote sensing, generation and processing of digital elevation models and the analysis of time series. this book introduces basic methods of data analysis in geosciences using matlab. the text includes a brief description of each method and numerous examples demonstrating how matlab can be used on data sets from earth sciences. all matlab recipes can be easily modified in order to analyse the reader's own data sets.

The Clinical Neurophysiology Primer

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Author by : Andrew S. Blum
Languange Used : English, France, Spanish, Italia and chinese
Page : 526
Isbn : 1597452718
Identifier : 9781597452717
Release : 2007-09-26
Publisher by : Springer Science & Business Media
Category : Medical
Total Download : 6015971
Total Read : 5166998
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Description : Read Now The Clinical Neurophysiology Primer by Andrew S. Blum and you can download with pub, pdf, txt, doc, and more file format with free account. this book presents a broad yet focused treatment of central topics in the field of clinical neurophysiology. the volume was inspired by the clinical neurophysiology lecture series at beth israel-deaconess medical center and rhode island hospital. much like the lecture series, this book is designed to acquaint trainees with the essential elements of clinical neurophysiology. each chapter is written by leading and respected clinical neurophysiologists.

Advances n Mechanical Engineering

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Author by : no defined
Languange Used : English, France, Spanish, Italia and chinese
Page : 523
Isbn : 9788184246230
Identifier : 8184246234
Release : 2010
Publisher by : Allied Publishers
Category : Mechanical engineering
Total Download : 947021
Total Read : 8868860
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Description : Read Now Advances N Mechanical Engineering by no defined and you can download with pub, pdf, txt, doc, and more file format with free account.

Encounters with Neighbours Current Developments of Concepts Based on Recurrence Plots and Their Applications

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Author by : Norbert Marwan
Languange Used : English, France, Spanish, Italia and chinese
Page : 331
Isbn : 3000123474
Identifier : 9783000123474
Release : 2003
Publisher by : Norbert Marwan
Category :
Total Download : 7113888
Total Read : 2272172
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Description : Read Now Encounters With Neighbours by Norbert Marwan and you can download with pub, pdf, txt, doc, and more file format with free account.