Classification Based on Lingual Variables Using Expert Matrix Obtained with Genetic Algorithm | Zendy

Tomasz Szandała | Zendy

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Classification Based on Lingual Variables Using Expert Matrix Obtained with Genetic Algorithm

Author(s) -

Tomasz Szandała

Publication year - 2015

Publication title -

procedia computer science

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.334

H-Index - 76

ISSN - 1877-0509

DOI - 10.1016/j.procs.2015.12.180

Subject(s) - computer science , classifier (uml) , genetic algorithm , fuzzy logic , matrix (chemical analysis) , artificial intelligence , algorithm , data mining , sample (material) , machine learning , pattern recognition (psychology) , chemistry , materials science , chromatography , composite material

This paper presents potential of application of fuzzy sets classifier as the support for medical diagnosing. For the classification purposes there will be generated an expert matrix, created using genetic algorithm described below. This paper discuses effectiveness of such classification method on the sample medical records. It is assumed, that the developed methodology could be successfully used in many other fields of science

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