Fuzzy Logic in Action: Applications in Epidemiology and Beyond

Author:   Eduardo Massad ,  Neli Regina Siqueira Ortega ,  Laecio Carvalho de Barros ,  Claudio J. Struchiner
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   Softcover reprint of hardcover 1st ed. 2008
Volume:   232
ISBN:  

9783642088629


Pages:   347
Publication Date:   21 October 2010
Format:   Paperback
Availability:   In Print   Availability explained
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Fuzzy Logic in Action: Applications in Epidemiology and Beyond


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Overview

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.

Full Product Details

Author:   Eduardo Massad ,  Neli Regina Siqueira Ortega ,  Laecio Carvalho de Barros ,  Claudio J. Struchiner
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Softcover reprint of hardcover 1st ed. 2008
Volume:   232
Dimensions:   Width: 15.50cm , Height: 1.80cm , Length: 23.50cm
Weight:   0.551kg
ISBN:  

9783642088629


ISBN 10:   3642088627
Pages:   347
Publication Date:   21 October 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

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.

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