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Fuzzy Recurrence Plots and Networks with Applications in Biomedicine

  • Tuan D.¬†Pham
Book

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Tuan D. Pham
    Pages 9-16
  3. Tuan D. Pham
    Pages 17-28
  4. Tuan D. Pham
    Pages 29-55
  5. Tuan D. Pham
    Pages 57-79
  6. Tuan D. Pham
    Pages 81-97
  7. Tuan D. Pham
    Pages 99-167
  8. Back Matter
    Pages 169-170

About this book

Introduction

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.

Keywords

Fuzzy Recurrence Plots Fuzzy Recurrence Networks Nonlinear Dynamics Complex Systems Chaos Time Series Analysis Fuzzy Logic Data Presentation Data Visualization Pattern Analysis

Authors and affiliations

  • Tuan D.¬†Pham
    • 1
  1. 1.The Center for Artificial IntelligencePrince Mohammad Bin Fahd UniversityAl KhobarSaudi Arabia

Bibliographic information

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