Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory
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Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory, 2019, Volume 166, Pages 49–56
DOI: https://doi.org/10.36535/0233-6723-2019-166-49-56 (Mi into476) 		 
Logical approach to finding outliers in data

L. A. Lyutikova

Institute of Applied Mathematics and Automation, Nalchik
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DOI: https://doi.org/10.36535/0233-6723-2019-166-49-56
Abstract: In this paper, we discuss a logical approach to classification of data and identification of outliers in them. We propose an algorithm for finding all possible classes for a given subject area based on the classifier logical function. We analyze these classes and identify the most pronounced patterns corresponding to the classification principles.
Keywords: logical algorithm, outlier, classifier, informative value, weight characteristic.
Funding agency Grant number
Russian Foundation for Basic Research 18-01-00050-a
This work was supported by the Russian Foundation for Basic Research (project No. 18-01-00050-a).
Bibliographic databases:
Document Type: Article
UDC: 519.7
MSC: 68T27
Language: Russian
Citation: L. A. Lyutikova, “Logical approach to finding outliers in data”, Proceedings of the IV International Scientific Conference "Actual Problems of Applied Mathematics". Kabardino-Balkar Republic, Nalchik, Elbrus Region, May 22–26, 2018. Part II, Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz., 166, VINITI, Moscow, 2019, 49–56
Citation in format AMSBIB
\Bibitem{Lyu19}
\by L.~A.~Lyutikova
\paper Logical approach to finding outliers in data
\inbook Proceedings of the IV International Scientific Conference "Actual Problems of Applied Mathematics". Kabardino-Balkar Republic, Nalchik, Elbrus Region, May 22–26, 2018. Part II
\serial Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz.
\yr 2019
\vol 166
\pages 49--56
\publ VINITI
\publaddr Moscow
\mathnet{http://mi.mathnet.ru/into476}
\crossref{https://doi.org/10.36535/0233-6723-2019-166-49-56}
\elib{https://elibrary.ru/item.asp?id=42363876}
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