This article is cited in 11 papers

Optimization, System Analysis, and Operations Research

Pattern analysis in parallel coordinates based on pairwise comparison of parameters

A. L. Myachin<sup>ab

a</sup> National Research University Higher School of Economics, Moscow, Russia
^b Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, Moscow, Russia

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.

Presented by the member of Editorial Board: A. I. Mikhal'skii

Received: 17.10.2017
Revised: 02.04.2018
Accepted: 08.11.2018

DOI: 10.1134/S0005231019010100

 English version: Automation and Remote Control, 2019, 80:1, 112–123

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