Multiscale Analysis of Complex Time Series Hardcover - 2007 - 1st Edition
by Jianbo Gao
From the rear cover
The only integrative approach to chaos and random fractal theory
Chaos and random fractal theory are two of the most important theories developed for data analysis. Until now, there has been no single book that encompasses all of the basic concepts necessary for researchers to fully understand the ever-expanding literature and apply novel methods to effectively solve their signal processing problems. Multiscale Analysis of Complex Time Series fills this pressing need by presenting chaos and random fractal theory in a unified manner.
Adopting a data-driven approach, the book covers:
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DNA sequence analysis
-
EEG analysis
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Heart rate variability analysis
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Neural information processing
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Network traffic modeling
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Economic time series analysis
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And more
Additionally, the book illustrates almost every concept presented through applications and a dedicated Web site is available with source codes written in various languages, including Java, Fortran, C, and MATLAB, together with some simulated and experimental data. The only modern treatment of signal processing with chaos and random fractals unified, this is an essential book for researchers and graduate students in electrical engineering, computer science, bioengineering, and many other fields.
Details
- Title Multiscale Analysis of Complex Time Series
- Author Jianbo Gao
- Binding Hardcover
- Edition number 1st
- Edition 1
- Pages 368
- Volumes 1
- Language ENG
- Publisher Wiley-Interscience
- Date 2007-09-01
- Features Bibliography, Index, Table of Contents
- ISBN 9780471654704 / 0471654701
- Weight 1.41 lbs (0.64 kg)
- Dimensions 9.27 x 6.51 x 0.91 in (23.55 x 16.54 x 2.31 cm)
- Library of Congress subjects Chaotic behavior in systems, Time-series analysis
- Library of Congress Catalog Number 2007019072
- Dewey Decimal Code 621.382
Media reviews
Citations
- Scitech Book News, 03/01/2008, Page 34
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Multiscale Analysis of Complex Time Series: Integration of Chaos and Random Fractal Theory, and Beyond
by Gao, Jianbo
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Multiscale Analysis of Complex Time Series: Integration of Chaos and Random Fractal Theory, and Beyond
by Jianbo Gao/ Yinhe Cao/ Wen-wen Tung/ Jing Hu
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Multiscale Analysis of Complex Time Series: Integration of Chaos and Random Fractal Theory, and Beyond
by Gao, Jianbo; Cao, Yinhe; Tung, Wen-wen; Hu, Jing
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Multiscale Analysis of Complex Time Series
by Jing Hu Wen–wen Tung Jianbo Gao Yinhe Cao
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