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ISSN for PRINT: 1064-2315
Institutional price: |
$2573.00 |
Issues per year: |
12 |
2007, Volume39
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83 pages |
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Issue price - $238.00
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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.
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Article price - $35.00 |
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