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ISSN: 1064-2315 Print
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DOI: 10.1615/JAutomatInfScien.v39.i10
Pages: 83
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DOI: 10.1615/JAutomatInfScien.v39.i10.60
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Article price - $35.00 |
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Mathematical Model of Recognition Systems with Small Databases
Boris E. Kapustiy
Institute of Telecommunication, Radioelectronics and Electron Engineering "Lvovskaya polytechnika", Lvov, Ukraine
Bogdan P. Rusyn
G.V. Karpenko Physicomechanical Institute of National Academy of Sciences of Ukraine, Lvov, Ukraine
Vitaliy A. Tayanov
G.V. Karpenko Physicomechanical Institute of National Academy of Sciences of Ukraine, Lvov, Ukraine
ABSTRACT
The models of recognition systems are described in general and generalized classifiers — in particular. The arbitrary metric is considered as a filter in a feature space. It is shown that optimization of the model of recognition system is reduced to optimization of its classifier model. The results of comparing two decision rules based on the distance function from one and k nearest neighbors are presented.
pages 70-80
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