Geodesic
Logical approach to finding outliers in data
Itogi nauki i tehniki. Sovremennaâ matematika i eë priloženiâ. Tematičeskie obzory, Proceedings of the IV International Scientific Conference "Actual Problems of Applied Mathematics". Kabardino-Balkar Republic, Nalchik, Elbrus Region, May 22–26, 2018. Part II, Tome 166 (2019), pp. 49-56

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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, informative value, weight characteristic.
Mots-clés : classifier 
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     title = {Logical approach to finding outliers in data},
     journal = {Itogi nauki i tehniki. Sovremenna\^a matematika i e\"e prilo\v{z}eni\^a. Temati\v{c}eskie obzory},
     pages = {49--56},
     publisher = {mathdoc},
     volume = {166},
     year = {2019},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/INTO_2019_166_a4/}
}
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L. A. Lyutikova. Logical approach to finding outliers in data. Itogi nauki i tehniki. Sovremennaâ matematika i eë priloženiâ. Tematičeskie obzory, Proceedings of the IV International Scientific Conference "Actual Problems of Applied Mathematics". Kabardino-Balkar Republic, Nalchik, Elbrus Region, May 22–26, 2018. Part II, Tome 166 (2019), pp. 49-56. http://geodesic.mathdoc.fr/item/INTO_2019_166_a4/