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Avtomatika i Telemekhanika, 2019, Issue 1, Pages 138–152
DOI: https://doi.org/10.1134/S0005231019010100 (Mi at15231) 		 
This article is cited in 7 scientific papers (total in 7 papers)

Optimization, System Analysis, and Operations Research

Pattern analysis in parallel coordinates based on pairwise comparison of parameters

A. L. Myachinab

a National Research University Higher School of Economics, Moscow, Russia
b Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, Moscow, Russia
Full-text PDF (776 kB) Citations (7)
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DOI: https://doi.org/10.1134/S0005231019010100
Abstract: We present the basic properties of the a new pattern analysis method in parallel coordinates; results of the method do not depend on the ordering of data in the original sample of objects being analyzed. We prove that clusters obtained with this method do not overlap. We also show the possibility of representing objects of one cluster in the form of monotonically increasing/decreasing functions.
Keywords: pattern analysis, ordinal-invariant pattern clustering, cluster analysis.
Funding agency Grant number
HSE Basic Research Program
Ministry of Education and Science of the Russian Federation
This paper was prepared as a result of research conducted within the framework of the Basic Research Program of the National Research University Higher School of Economics (HSE) and with the use of subsidy funds of Governmental Support of Leading Universities of the Russian Federation “5-100.”
Presented by the member of Editorial Board: A. I. Mikhal'skii

Received: 17.10.2017
Revised: 02.04.2018
Accepted: 08.11.2018
English version:
Automation and Remote Control, 2019, Volume 80, Issue 1, Pages 112–123
DOI: https://doi.org/10.1134/S0005117919010107
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: A. L. Myachin, “Pattern analysis in parallel coordinates based on pairwise comparison of parameters”, Avtomat. i Telemekh., 2019, no. 1, 138–152; Autom. Remote Control, 80:1 (2019), 112–123
Citation in format AMSBIB
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  • https://www.mathnet.ru/eng/at/y2019/i1/p138
    • This publication is cited in the following 7 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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