03992nam 22007335 450 99641819200331620200702134743.03-030-37530-710.1007/978-3-030-37530-0(CKB)4900000000505095(DE-He213)978-3-030-37530-0(MiAaPQ)EBC6020753(PPN)242848982(EXLCZ)99490000000050509520200107d2020 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierFuzzy Recurrence Plots and Networks with Applications in Biomedicine[electronic resource] /by Tuan D. Pham1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (XVII, 170 p. 71 illus., 32 illus. in color.) 3-030-37529-3 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.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.Computer mathematicsComputer science—MathematicsMedicineDynamicsErgodic theoryPattern recognitionCoding theoryInformation theoryComputational Mathematics and Numerical Analysishttps://scigraph.springernature.com/ontologies/product-market-codes/M1400XMath Applications in Computer Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/I17044Biomedicine, generalhttps://scigraph.springernature.com/ontologies/product-market-codes/B0000XDynamical Systems and Ergodic Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/M1204XPattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XCoding and Information Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/I15041Computer mathematics.Computer science—Mathematics.Medicine.Dynamics.Ergodic theory.Pattern recognition.Coding theory.Information theory.Computational Mathematics and Numerical Analysis.Math Applications in Computer Science.Biomedicine, general.Dynamical Systems and Ergodic Theory.Pattern Recognition.Coding and Information Theory.510Pham Tuan Dauthttp://id.loc.gov/vocabulary/relators/aut1015242MiAaPQMiAaPQMiAaPQBOOK996418192003316Fuzzy Recurrence Plots and Networks with Applications in Biomedicine2369941UNISA