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Title: Application of the Heterogeneous System Prediction Method to Pattern Recognition Problem
Authors: Stupina, Tatyana
Keywords: Prediction of Heterogeneous Variables System
Pattern Recognition
Complexity of Distribution
Logical Decision Function
Issue Date: 2007
Publisher: Institute of Information Theories and Applications FOI ITHEA
Abstract: An application of the heterogeneous system prediction method to solving the problem pattern recognition with respect to the sample size is considered in this paper. The criterion of multivariate heterogeneous variable recognition is used in this approach. The relation of this criterion with probability of error is shown. For the fixed complexities of probability distribution and logical decision function class the examples of pattern recognition problem are presented.
Description: * This work was financially supported by RFBR-04-01-00858.
ISSN: 1313-0463
Appears in Collections:Volume 14 Number 1

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