Buch, Englisch, Band 232, 347 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 546 g
Buch, Englisch, Band 232, 347 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 546 g
Reihe: Studies in Fuzziness and Soft Computing
ISBN: 978-3-642-08862-9
Verlag: Springer
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.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizinische Mathematik & Informatik
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Fuzzy-Systeme
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Epidemiologie, Medizinische Statistik
- Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
Weitere Infos & Material
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.