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JOURNALS // Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory // Archive

Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz., 2019 Volume 166, Pages 49–56 (Mi into476)

Logical approach to finding outliers in data

L. A. Lyutikova

Institute of Applied Mathematics and Automation, Nalchik

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.

UDC: 519.7

MSC: 68T27

DOI: 10.36535/0233-6723-2019-166-49-56



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