Fuzzy Recurrence Plots and Networks with Applications in Biomedicine Fuzzy Recurrence Plots and Networks with Applications in Biomedicine

Fuzzy Recurrence Plots and Networks with Applications in Biomedicine

    • ‏79٫99 US$
    • ‏79٫99 US$

وصف الناشر

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.

النوع
علم وطبيعة
تاريخ النشر
٢٠٢٠
٧ يناير
اللغة
EN
الإنجليزية
عدد الصفحات
١٨٧
الناشر
Springer International Publishing
البائع
Springer Nature B.V.
الحجم
٤٩
‫م.ب.‬
Statistical Techniques for Neuroscientists Statistical Techniques for Neuroscientists
٢٠١٦
Software Tools and Algorithms for Biological Systems Software Tools and Algorithms for Biological Systems
٢٠١١
Advanced Methods of Biomedical Signal Processing Advanced Methods of Biomedical Signal Processing
٢٠١١
Computational Diffusion MRI Computational Diffusion MRI
٢٠١٥
Advances in Data Science Advances in Data Science
٢٠٢١
Bioinformatics Research and Applications Bioinformatics Research and Applications
٢٠٢٣
Advances in Artificial Intelligence, Computation, and Data Science Advances in Artificial Intelligence, Computation, and Data Science
٢٠٢١
Signal and Image Analysis for Biomedical and Life Sciences Signal and Image Analysis for Biomedical and Life Sciences
٢٠١٤