Fuzzy Recurrence Plots and Networks with Applications in Biomedicine

Resource Information

The work Fuzzy Recurrence Plots and Networks with Applications in Biomedicine represents a distinct intellectual or artistic creation found in European University Institute. This resource is a combination of several types including: Work, Language Material, Books.

Label

Fuzzy Recurrence Plots and Networks with Applications in Biomedicine

Statement of responsibility

by Tuan D. Pham

Creator

• Pham, Tuan D

Subject

• Computer mathematics
• Computer science—Mathematics
• Dynamics
• Coding theory
• Information theory
• Medicine
• Pattern recognition
• Ergodic theory

Language

eng

Summary

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.--

Assigning source

Provided by publisher

Image bit depth

0

Literary form

non fiction

Nature of contents

dictionaries

Series statement

Springer eBooks.