Recurrence Quantification Analysis
Theory and Best Practices
Editors: Webber, Jr., Charles L., Marwan, Norbert (Eds.)
Free Preview- Edited and Authored by leading researchers in the field
- Introduces and investigates modern applications in detail
- Addresses an interdisciplinary readership
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- About this book
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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.
- Table of contents (14 chapters)
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Mathematical and Computational Foundations of Recurrence Quantifications
Pages 3-43
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Estimating Kolmogorov Entropy from Recurrence Plots
Pages 45-63
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Identifying Coupling Directions by Recurrences
Pages 65-99
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Complex Network Analysis of Recurrences
Pages 101-163
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From Time to Space Recurrences in Biopolymers
Pages 167-193
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Table of contents (14 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Recurrence Quantification Analysis
- Book Subtitle
- Theory and Best Practices
- Editors
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- Charles L. Webber, Jr.
- Norbert Marwan
- Series Title
- Understanding Complex Systems
- Copyright
- 2015
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing Switzerland
- eBook ISBN
- 978-3-319-07155-8
- DOI
- 10.1007/978-3-319-07155-8
- Hardcover ISBN
- 978-3-319-07154-1
- Softcover ISBN
- 978-3-319-35601-3
- Series ISSN
- 1860-0832
- Edition Number
- 1
- Number of Pages
- XIV, 421
- Number of Illustrations
- 103 b/w illustrations, 107 illustrations in colour
- Topics
