Fuzzy Recurrence Plots and Networks with Applications in Biomedicine, by Tuan D. Pham
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Label
Fuzzy Recurrence Plots and Networks with Applications in Biomedicine, by Tuan D. Pham
Language
eng
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0
Literary Form
non fiction
Main title
Fuzzy Recurrence Plots and Networks with Applications in Biomedicine
Medium
electronic resource
Nature of contents
dictionaries
Oclc number
1137749423
Responsibility statement
by Tuan D. Pham
Series statement
Springer eBooks.
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.--, Provided by publisher
Table Of Contents
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
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