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webber jr. charles l. (curatore); marwan norbert (curatore) - recurrence quantification analysis
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Recurrence Quantification Analysis Theory and Best Practices

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 08/2016
Edizione: Softcover reprint of the original 1st ed. 2015





Trama

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.





Sommario

Mathematical and Computational Foundations of Recurrence.- Estimating Kolmogorov Entropy from Recurrence Plots.-Identifying Coupling Directions by Recurrences.- Complex Network Analysis of Recurrences.- Time Distortions and Other Oddities.- Dynamic Coupling between Respiratry and Cardiovascular System.










Altre Informazioni

ISBN:

9783319356013

Condizione: Nuovo
Collana: Understanding Complex Systems
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XIV, 421 p. 210 illus., 107 illus. in color.
Pagine Arabe: 421
Pagine Romane: xiv


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