Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory
RUS  ENG    JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB  
General information
Latest issue
Archive

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS


Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz.:
Year:
Volume:
Issue:
Page:
Find




Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register

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
Full-text PDF (179 kB)
References:
PDF
HTML
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}
Linking options:
  • https://www.mathnet.ru/eng/into476
  • https://www.mathnet.ru/eng/into/v166/p49
    • Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    		Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory
    Statistics & downloads:
    Abstract page:122
    Full-text PDF :80
    References:18
     
      Contact us:
    		  Terms of Use  Registration to the website  Logotypes © Steklov Mathematical Institute RAS, 2024