Fuzzy Logic in Action: Applications in Epidemiology and Beyond

Buch | Hardcover
XII, 347 Seiten
2009 | 2008
Springer Berlin (Verlag)
978-3-540-69092-4 (ISBN)

Lese- und Medienproben

Fuzzy Logic in Action: Applications in Epidemiology and Beyond - Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio J. Struchiner
160,49 inkl. MwSt

Fuzzy Logic in Action: Applications in Epidemiology and Beyond, co-authored by Eduardo Massad, Neli Ortega, Laécio Barros, and Cláudio Struchiner is a remarkable achievement. The book brings a major paradigm shift to medical sciences exploring the use of fuzzy sets in epidemiology and medical diagnosis arena. The volume addresses the most significant topics in the broad areas of epidemiology, mathematical modeling and uncertainty, embodying them within the framework of fuzzy set and dynamic systems theory.

Written by leading contributors to the area of epidemiology, medical informatics and mathematics, the book combines a very lucid and authoritative exposition of the fundamentals of fuzzy sets with an insightful use of the fundamentals in the area of epidemiology and diagnosis. The content is clearly illustrated by numerous illustrative examples and several real world applications. Based on their profound knowledge of epidemiology and mathematical modeling, and on their keen understanding of the role played by uncertainty and fuzzy sets, the authors provide insights into the connections between biological phenomena and dynamic systems as a mean to predict, diagnose, and prescribe actions. An example is the use of Bellman-Zadeh fuzzy decision making approach to develop a vaccination strategy to manage measles epidemics in São Paulo.

The book offers a comprehensive, systematic, fully updated and self- contained treatise of fuzzy sets in epidemiology and diagnosis. Its content covers material of vital interest to students, researchers and practitioners and is suitable both as a textbook and as a reference. The authors present new results of their own in most of the chapters. In doing so, they reflect the trend to view fuzzy sets, probability theory and statistics as an association of complementary and synergetic modeling methodologies.

Basic Concepts of Fuzzy Sets Theory.- Modern Epidemiology.- Probability, Possibility and Fuzzy Events.- Fuzzy Logic and Risk Estimators.- Fuzzy Decision Making in Public Health Strategies.- Fuzzy Rule-Based Models in Epidemiology.- Fuzzy Rule-Based Dynamical Models.- Fuzzy Dynamical Systems in Epidemic Modeling.- Classical Dynamical Systems with Fuzzy Rule-Based Parameters.- Fuzzy Reed-Frost Model.- Hybrid Models in Epidemiology.- ...and Beyond: Fuzzy Logic in Medical Diagnosis.- Final Reflexions.

Erscheint lt. Verlag 3.2.2009
Reihe/Serie Studies in Fuzziness and Soft Computing
Zusatzinfo XII, 347 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 701 g
Themenwelt Studium Querschnittsbereiche Epidemiologie / Med. Biometrie
Technik
Schlagworte Dynamical Systems • Epidemics • epidemiology • Fuzzy Logic • Fuzzy-Logik • Fuzzy-Logik / Unscharfe Logik • Knowledge • Mathematica • Medical Informatics • Model • Modeling • Soft Computing • Statistics
ISBN-10 3-540-69092-1 / 3540690921
ISBN-13 978-3-540-69092-4 / 9783540690924
Zustand Neuware
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