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Recurrence quantification analysis: theory and best practices

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...

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Detalles Bibliográficos
Autores principales: Webber, Charles, Jr, Jr, Marwan, Norbert
Lenguaje:eng
Publicado: Springer 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-07155-8
http://cds.cern.ch/record/1968935
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author Webber, Charles
Jr, Jr
Marwan, Norbert
author_facet Webber, Charles
Jr, Jr
Marwan, Norbert
author_sort Webber, Charles
collection CERN
description 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.
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spelling cern-19689352021-04-21T20:49:13Zdoi:10.1007/978-3-319-07155-8http://cds.cern.ch/record/1968935engWebber, CharlesJr, JrMarwan, NorbertRecurrence quantification analysis: theory and best practicesOther Fields of PhysicsThe 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.Springeroai:cds.cern.ch:19689352015
spellingShingle Other Fields of Physics
Webber, Charles
Jr, Jr
Marwan, Norbert
Recurrence quantification analysis: theory and best practices
title Recurrence quantification analysis: theory and best practices
title_full Recurrence quantification analysis: theory and best practices
title_fullStr Recurrence quantification analysis: theory and best practices
title_full_unstemmed Recurrence quantification analysis: theory and best practices
title_short Recurrence quantification analysis: theory and best practices
title_sort recurrence quantification analysis: theory and best practices
topic Other Fields of Physics
url https://dx.doi.org/10.1007/978-3-319-07155-8
http://cds.cern.ch/record/1968935
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