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Journal of Automation and Information Sciences

Publication de 12  numéros par an

ISSN Imprimer: 1064-2315

ISSN En ligne: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

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Problems of Classification by Pseudoinversion Means: Feature Space Transformation, Influence of Initial Information Perturbations

Volume 50, Numéro 3, 2018, pp. 38-50
DOI: 10.1615/JAutomatInfScien.v50.i3.30
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RÉSUMÉ

For the problem of information hyperplane classification by means of matrix pseudoinversion there are offered the technologies for space optimization of feature vectors. The estimates of perturbation influence of feature space vectors components on conditions of classes separation and the separation strip width are obtained. The conducted research is based on results of the perturbation theory of pseudoinverse and projective matrices.

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