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
Indexed in
Mathematical Model of Recognition Systems with Small Databases
Volumen 39,
Ausgabe 10, 2007,
pp. 70-80
DOI: 10.1615/JAutomatInfScien.v39.i10.60
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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Index, Volume 52, 2020