Please use this identifier to cite or link to this item: http://hdl.handle.net/10525/662

 Title: Application of the Heterogeneous System Prediction Method to Pattern Recognition Problem Authors: Stupina, Tatyana Keywords: Prediction of Heterogeneous Variables SystemPattern RecognitionComplexity of DistributionLogical 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. URI: http://hdl.handle.net/10525/662 ISSN: 1313-0463 Appears in Collections: Volume 14 Number 1

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