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Fuzzy Logic in Action: Applications in Epidemiology and Beyond

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Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 232)

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Table of contents (14 chapters)

  1. Front Matter

  2. Introduction

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 1-10
  3. Basic Concepts of Fuzzy Sets Theory

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 11-40
  4. Modern Epidemiology

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 41-57
  5. Probability, Possibility and Fuzzy Events

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 59-78
  6. Fuzzy Logic and Risk Estimators

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 79-95
  7. Fuzzy Decision Making in Public Health Strategies

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 97-110
  8. Fuzzy Rule-Based Models in Epidemiology

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 111-150
  9. Fuzzy Rule-Based Dynamical Models

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 151-179
  10. Fuzzy Dynamical Systems in Epidemic Modeling

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 181-206
  11. Classical Dynamical Systems with Fuzzy Rule-Based Parameters

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 207-223
  12. Fuzzy Reed-Frost Model

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 225-251
  13. Hybrid Models in Epidemiology

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 253-276
  14. ...and Beyond: Fuzzy Logic in Medical Diagnosis

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 277-310
  15. Final Reflexions

    • Eduardo Massad, Neli Regina Siqueira Ortega, Laecio Carvalho de Barros, Claudio José Struchiner
    Pages 311-312
  16. Back Matter

About this book

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.

Bibliographic Information

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access