4001089
9783790813258
The purpose of this book is to present a wide variety of types of fuzzy mathematics used in medical research & 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 & hypergraphs. Applications to medicine include medical diagnosis, bone mineral density, stroke pathogenesis, clinical monitoring & 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 & calculating the combined basic probabilistic measure) are explained in the appendix. Some of these algorithms are translated into the programming language C++.Mordeson, John N. is the author of 'Fuzzy Mathematics in Medicine' with ISBN 9783790813258 and ISBN 3790813257.
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