國立高雄大學圖資館 |

Language: English

Back

Fuzzy recurrence plots and networks ...

Pham, Tuan D.

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 biomedicineby Tuan D. Pham.
Author:	Pham, Tuan D.
Published:	Cham :Springer International Publishing :2020.
Description:	xvii, 170 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Recurrent sequences (Mathematics)
Online resource:	https://doi.org/10.1007/978-3-030-37530-0
ISBN:	9783030375300$q(electronic bk.)

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$q(electronic bk.)

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

214478
Recurrent sequences (Mathematics)

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

Dewey Class. No.: 515.24

Fuzzy recurrence plots and networks with applications in biomedicine
LDR:02122nmm a2200325 a 4500 001 573690
003 DE-He213
005 20200624154241.0
006 m d
007 cr nn 008maaau
008 200928s2020 sz s 0 eng d
020 $a 9783030375300$q(electronic bk.)
020 $a 9783030375294$q(paper)
024 7 $a 10.1007/978-3-030-37530-0 $2 doi
035 $a 978-3-030-37530-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA246.5 $b .P436 2020
072 7 $a PBKS $2 bicssc
072 7 $a MAT006000 $2 bisacsh
072 7 $a PBKS $2 thema
082 0 4 $a 515.24 $2 23
090 $a QA246.5 $b .P534 2020
100 1 $a Pham, Tuan D. $3 680278
245 1 0 $a Fuzzy recurrence plots and networks with applications in biomedicine $h [electronic resource] / $c by Tuan D. Pham.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a xvii, 170 p. : $b ill., digital ; $c 24 cm.
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.
650 0 $a Recurrent sequences (Mathematics) $3 214478
650 0 $a Fuzzy mathematics. $3 243725
650 0 $a Biomathematics. $3 212374
650 0 $a Medicine $x Mathematics. $3 221832
650 1 4 $a Computational Mathematics and Numerical Analysis. $3 274020
650 2 4 $a Math Applications in Computer Science. $3 273991
650 2 4 $a Biomedicine, general. $3 853300
650 2 4 $a Dynamical Systems and Ergodic Theory. $3 273794
650 2 4 $a Pattern Recognition. $3 273706
650 2 4 $a Coding and Information Theory. $3 273763
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
856 4 0 $u https://doi.org/10.1007/978-3-030-37530-0
950 $a Mathematics and Statistics (Springer-11649)