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E-raamat: Recurrence Quantification Analysis: Theory and Best Practices

  • Formaat: PDF+DRM
  • Sari: Understanding Complex Systems
  • Ilmumisaeg: 31-Jul-2014
  • Kirjastus: Springer International Publishing AG
  • Keel: eng
  • ISBN-13: 9783319071558
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  • Formaat: PDF+DRM
  • Sari: Understanding Complex Systems
  • Ilmumisaeg: 31-Jul-2014
  • Kirjastus: Springer International Publishing AG
  • Keel: eng
  • ISBN-13: 9783319071558
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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.

Part I RQA Theory
1 Mathematical and Computational Foundations of Recurrence Quantifications
3(42)
Norbert Marwan
Charles L. Webber, Jr.
2 Estimating Kolmogorov Entropy from Recurrence Plots
45(20)
Philippe Faure
Annick Lesne
3 Identifying Coupling Directions by Recurrences
65(36)
Yong Zou
M. Carmen Romano
Marco Thiel
Jurgen Kurths
4 Complex Network Analysis of Recurrences
101(66)
Reik V. Donner
Jonathan F. Donges
Yong Zou
Jan H. Feldhoff
Part II RQA Best Practices
5 From Time to Space Recurrences in Biopolymers
167(28)
Alfredo Colosimo
Alessandro Giuliani
6 Dynamic Coupling Between Respiratory and Cardiovascular System
195(18)
Federica Censi
Giovanni Calcagnini
Sergio Cerutti
7 Analysis of Brain Recurrence
213(40)
Clifton Frilot
Paul Y. Kim
Simona Carrubba
David E. McCarty
Andrew L. Chesson Jr.
Andrew A. Marino
8 Recurrence Analysis of Otoacoustic Emissions
253(26)
Giovanna Zimatore
Marta Cavagnaro
9 Vibration Analysis in Cutting Materials
279(12)
Arkadiusz Syta
Grzegorz Litak
10 Dynamical Patterns in Seismology
291(44)
Tamaz Chelidze
Teimuraz Matcharashvili
11 Long Time-Scale Recurrences in Ecology: Detecting Relationships Between Climate Dynamics and Biodiversity Along a Latitudinal Gradient
335(14)
Raphael Proulx
Lael Parrott
Lenore Fahrig
David J. Currie
12 Recurrence Quantification and Recurrence Network Analysis of Global Photosynthetic Activity
349(26)
Holger Lange
Sven Boese
13 Recurrence Analysis Applications to Short-Term Macroscopic and Microscopic Road Traffic
375(24)
Eleni I. Vlahogianni
Matthew G. Karlaftis
John C. Golias
14 Interpersonal Couplings in Human Interactions
399
Kevin Shockley
Michael A. Riley