Fuzzy Mathematics in Medicine

Author:   John N. Mordeson ,  Davender S. Malik ,  Sahil Malik ,  Shih-Chuan Cheng
Publisher:   Physica-Verlag GmbH & Co
Volume:   v. 55
ISBN:  

9783790813258


Pages:   267
Publication Date:   September 2000
Format:   Hardback
Availability:   Out of stock   Availability explained


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Fuzzy Mathematics in Medicine


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Overview

The purpose of this book is to present a wide variety of types of fuzzy mathematics used in medical research and in the modelling of diagnostic systems. Some techniques from fuzzy mathematics include fuzzy relation equations, group decision making, abstract algebra, clustering methods, belief functions, fuzzy measures, evidence theory, Sugero integrals, abduction, automata theory, genetic algebras, and hypergraphs. Applications to medicine include medical diagnosis, bone mineral density, stroke pathogenesis, clinical monitoring, and neuronal cell-assemblies.The five basic algorithms for data analysis (clustering based on fuzzy equivalence relations, fuzzy c-means algorithm, solving a system of fuzzy relational equations, calculating fuzzy measures, and calculating the combined basic probabilistic measure) are explained in the appendix. Some of these algorithms are translated into the programming language C++.

Full Product Details

Author:   John N. Mordeson ,  Davender S. Malik ,  Sahil Malik ,  Shih-Chuan Cheng
Publisher:   Physica-Verlag GmbH & Co
Imprint:   Physica-Verlag GmbH & Co
Volume:   v. 55
Weight:   0.518kg
ISBN:  

9783790813258


ISBN 10:   3790813257
Pages:   267
Publication Date:   September 2000
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Out of Print
Availability:   Out of stock   Availability explained

Table of Contents

Sets and Relations.- Fuzzy Relation Equations.- Group Decisions.- Clustering Techniques.- Belief Functions.- Fuzzy Abduction, Automata, Genetic Algebras, and Hypergraphs.- Appendix.

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