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JOURNALS // Vestnik KRAUNC. Fiziko-Matematicheskie Nauki // Archive
Vestnik KRAUNC. Fiz.-Mat. Nauki, 2017 Number 3(19), Pages 70–77 (Mi vkam213)
INFORMATION AND COMPUTATION TECHNOLOGIES

Center based clustering and averaging aggregation functions

Z. M. Shibzukhov

Institute of Applied Mathematics and Automation

Abstract: We propose a new clustering method for partitioning of finite sets from $R^n$, which is based on the application of averaging aggregating functions and an iterative re-weighing method for searching cluster centers.

Keywords: aggregation function, M-average, K-means, clustering.

UDC: 519.7

MSC: Primary 68T05; Secondary 62H30

Received: 05.10.2017

DOI: 10.18454/2079-6641-2017-19-3-70-77



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© Steklov Math. Inst. of RAS, 2024