Fuzzy Recurrence Plots and Networks with Applications in Biomedicine
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Beschreibung
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.
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.
The first dedicated book on fuzzy recurrence plots of time series and images Discusses unweighted and weighted fuzzy recurrence networks of time series and images Reviews novel applications of fuzzy recurrence analysis to several problems in medicine and physiology
Autor*in
Tuan D. Pham
Themen in »Fuzzy Recurrence Plots and Networks with Applications in Biomedicine«
Fuzzy Recurrence Plots Fuzzy Recurrence Networks Nonlinear Dynamics Complex Systems Chaos Time Series Analysis Fuzzy Logic Data Presentation Data Visualization Pattern Analysis