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Fuzzy recurrence plots and networks ...

Pham, Tuan D.

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Fuzzy recurrence plots and networks with applications in biomedicine

Record Type:	Electronic resources : Monograph/item
Title/Author:	Fuzzy recurrence plots and networks with applications in biomedicine/ by Tuan D. Pham.
Author:	Pham, Tuan D.
Published:	Cham :Springer International Publishing : : 2020.,
Description:	xvii, 170 p. :ill., digital ;24 cm.
[NT 15003449]:	1. Phase Space in Chaos and Nonlinear Dynamics -- 2. Recurrence Plots -- 3. Fuzzy Logic -- 4. Fuzzy Recurrence Plots -- 5. Fuzzy Recurrence Networks -- 6. Entropy Algorithms -- 7. Applications in Biomedicine.
Contained By:	Springer eBooks
Subject:	Recurrent sequences (Mathematics) -
Online resource:	https://doi.org/10.1007/978-3-030-37530-0
ISBN:	9783030375300

Fuzzy recurrence plots and networks with applications in biomedicine
Pham, Tuan D.

Fuzzy recurrence plots and networks with applications in biomedicine[electronic resource] /by Tuan D. Pham. - Cham :Springer International Publishing :2020. - xvii, 170 p. :ill., digital ;24 cm.

1. Phase Space in Chaos and Nonlinear Dynamics -- 2. Recurrence Plots -- 3. Fuzzy Logic -- 4. Fuzzy Recurrence Plots -- 5. Fuzzy Recurrence Networks -- 6. Entropy Algorithms -- 7. Applications in Biomedicine.

This book presents an original combination of three well-known methodological approaches for nonlinear data analysis: recurrence, networks, and fuzzy logic. After basic concepts of these three approaches are introduced, this book presents recently developed methods known as fuzzy recurrence plots and fuzzy recurrence networks. Computer programs written in MATLAB, which implement the basic algorithms, are included to facilitate the understanding of the developed ideas. Several applications of these techniques to biomedical problems, ranging from cancer and neurodegenerative disease to depression, are illustrated to show the potential of fuzzy recurrence methods. This book opens a new door to theorists in complex systems science as well as specialists in medicine, biology, engineering, physics, computer science, geosciences, and social economics to address issues in experimental nonlinear signal and data processing.

ISBN: 9783030375300

Standard No.: 10.1007/978-3-030-37530-0doiSubjects--Topical Terms:

950291
Recurrent sequences (Mathematics)

LC Class. No.: QA246.5 / .P436 2020

Dewey Class. No.: 515.24

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245 1 0 $a Fuzzy recurrence plots and networks with applications in biomedicine $h [electronic resource] / $c by Tuan D. Pham.
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505 0 $a 1. Phase Space in Chaos and Nonlinear Dynamics -- 2. Recurrence Plots -- 3. Fuzzy Logic -- 4. Fuzzy Recurrence Plots -- 5. Fuzzy Recurrence Networks -- 6. Entropy Algorithms -- 7. Applications in Biomedicine.
520 $a This book presents an original combination of three well-known methodological approaches for nonlinear data analysis: recurrence, networks, and fuzzy logic. After basic concepts of these three approaches are introduced, this book presents recently developed methods known as fuzzy recurrence plots and fuzzy recurrence networks. Computer programs written in MATLAB, which implement the basic algorithms, are included to facilitate the understanding of the developed ideas. Several applications of these techniques to biomedical problems, ranging from cancer and neurodegenerative disease to depression, are illustrated to show the potential of fuzzy recurrence methods. This book opens a new door to theorists in complex systems science as well as specialists in medicine, biology, engineering, physics, computer science, geosciences, and social economics to address issues in experimental nonlinear signal and data processing.
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650 2 4 $a Dynamical Systems and Ergodic Theory. $3 891276
650 2 4 $a Pattern Recognition. $3 891045
650 2 4 $a Coding and Information Theory. $3 891252
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