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Journal of Automation and Information Sciences

Erscheint 12 Ausgaben pro Jahr

ISSN Druckformat: 1064-2315

ISSN Online: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

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Mathematical Model of Recognition Systems with Small Databases

Volumen 39, Ausgabe 10, 2007, pp. 70-80
DOI: 10.1615/JAutomatInfScien.v39.i10.60
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ABSTRAKT

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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