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Nechetkie Sistemy i Myagkie Vychisleniya, 2017, Volume 12, Issue 2, Pages 151–158
DOI: https://doi.org/10.26456
(Mi fssc30)
 

The problem of the formation of generalized concepts when working with uncertain attributes

I. I. Astakhova, V. N. Vagin, M. V. Fomina

National Research University "Moscow Power Engineering Institute", Moscow
References:
Abstract: This paper considers the problem of data generalization, taking into account uncertain information in attributes. Algorithms capable of operating with uncertain data are considered. We suggest methods that improve UDT algorithm. The results of experiments on the application of the proposed algorithms are given.
Keywords: generalization problem, undefined numeric attribute, decision tree.
Funding agency Grant number
Russian Foundation for Basic Research 18-01-00201-а
17-07-00442-а
Received: 04.09.2017
Revised: 15.12.2017
Document Type: Article
UDC: 621.398
Language: Russian
Citation: I. I. Astakhova, V. N. Vagin, M. V. Fomina, “The problem of the formation of generalized concepts when working with uncertain attributes”, Nechetkie Sistemy i Myagkie Vychisleniya, 12:2 (2017), 151–158
Citation in format AMSBIB
\Bibitem{AstVagFom17}
\by I.~I.~Astakhova, V.~N.~Vagin, M.~V.~Fomina
\paper The problem of the formation of generalized concepts when working with uncertain attributes
\jour Nechetkie Sistemy i Myagkie Vychisleniya
\yr 2017
\vol 12
\issue 2
\pages 151--158
\mathnet{http://mi.mathnet.ru/fssc30}
\crossref{https://doi.org/10.26456}
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