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Journal of Automation and Information Sciences

 

ISSN for PRINT: 1064-2315

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$2573.00

Issues per year:

12

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2007, Volume39

Issue 10

  83 pages  

DOI: 10.1615/JAutomatInfScien.v39.i10   

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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.

    DOI: 10.1615/JAutomatInfScien.v39.i10.60

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