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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

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Solving the Problem of Discriminant Analysis under the Condition of Structural Uncertainty on the Basis of Group Method of Data Handling

Volumen 40, Edición 6, 2008, pp. 27-40
DOI: 10.1615/JAutomatInfScien.v40.i6.40
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SINOPSIS

We consider the problem of search the optimal by complexity discriminant function. The criteria of quality for discriminant functions are described, which are developed within the framework of the group method of data handling: criterion based on partition of observations into initial and testing samplings, and criterion of sliding test. The problems of this class belong to pattern recognition problems under the condition of structural uncertainty, which were considered by A.G. Ivakhnenko as long ago as 60−70-th of the last century as urgent problems of engineering cybernetics.

CITADO POR
  1. Stepashko Volodymyr, Developments and Prospects of GMDH-Based Inductive Modeling, in Advances in Intelligent Systems and Computing II, 689, 2018. Crossref

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