Email this article Pattern Analysis in Parallel Coordinates Based on Pairwise Comparison of Parameters
- Authors: Myachin A.L.1,2
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Affiliations:
- National Research University Higher School of Economics
- Trapeznikov Institute of Control Sciences
- Issue: Vol 80, No 1 (2019)
- Pages: 112-123
- Section: Optimization, System Analysis, and Operations Research
- URL: https://journals.rcsi.science/0005-1179/article/view/151267
- DOI: https://doi.org/10.1134/S0005117919010107
- ID: 151267
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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.
About the authors
A. L. Myachin
National Research University Higher School of Economics; Trapeznikov Institute of Control Sciences
Author for correspondence.
Email: amyachin@hse.ru
Russian Federation, Moscow; Moscow
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