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Sibirskii Zhurnal Industrial'noi Matematiki, 2013, Volume 16, Number 1, Pages 29–41 (Mi sjim764)  
This article is cited in 8 scientific papers (total in 8 papers)

Constructing the compressed description of dataset by the function of rival similarity

N. G. Zagoruikoabc, I. A. Borisovaabc, O. A. Kutnenkobac, V. V. Dyubanovacb

a Novosibirsk State University, Novosibirsk, Russia
b Sobolev Institute of Mathematics of the SDRAS, Novosibirsk, Russia
c Design Technological Institute of Digital Techniques SD RAS, Novosibirsk, Russia
Full-text PDF (385 kB) Citations (8)
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Abstract: We argue that the general aim of data mining consists in constructing some simplified compressed description of information. The Function of rival similarity (FRiS-function) is proposed as a new ternary similarity measure between objects instead of a binary one. Quantitative estimation of the compactness of datasets, basing on FRiS-function, allows constructing new more effective compressing algorithms of data mining. Some examples are described of the algorithms testing on real and model tasks.
Keywords: data mining, function of rival similarity, pattern recognition, objects censoring, feature selection.
Received: 06.12.2012
English version:
Journal of Applied and Industrial Mathematics, 2013, Volume 7, Issue 2, Pages 275–286
DOI: https://doi.org/10.1134/S199047891302018X
Bibliographic databases:
Document Type: Article
UDC: 519.95
Language: Russian
Citation: N. G. Zagoruiko, I. A. Borisova, O. A. Kutnenko, V. V. Dyubanov, “Constructing the compressed description of dataset by the function of rival similarity”, Sib. Zh. Ind. Mat., 16:1 (2013), 29–41; J. Appl. Industr. Math., 7:2 (2013), 275–286
Citation in format AMSBIB
\Bibitem{ZagBorKut13}
\by N.~G.~Zagoruiko, I.~A.~Borisova, O.~A.~Kutnenko, V.~V.~Dyubanov
\paper Constructing the compressed description of dataset by the function of rival similarity
\jour Sib. Zh. Ind. Mat.
\yr 2013
\vol 16
\issue 1
\pages 29--41
\mathnet{http://mi.mathnet.ru/sjim764}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=3203303}
\transl
\jour J. Appl. Industr. Math.
\yr 2013
\vol 7
\issue 2
\pages 275--286
\crossref{https://doi.org/10.1134/S199047891302018X}
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    • This publication is cited in the following 8 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    		Сибирский журнал индустриальной математики
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