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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...
Autores principales: | , , |
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Lenguaje: | eng |
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Springer
2015
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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. |
id | cern-1968935 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2015 |
publisher | Springer |
record_format | invenio |
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 |
work_keys_str_mv | AT webbercharles recurrencequantificationanalysistheoryandbestpractices AT jrjr recurrencequantificationanalysistheoryandbestpractices AT marwannorbert recurrencequantificationanalysistheoryandbestpractices |