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Journal of Automation and Information Sciences

Publicado 12 números por año

ISSN Imprimir: 1064-2315

ISSN En Línea: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

Indexed in

Mathematical Model of Recognition Systems with Small Databases

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

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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