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Article information
2010 , Volume 15, ¹ 1, p.40-52
Berikov V.B.
Construction of an ensemble of decision trees in the cluster analysis
This paper addresses a development and studying of collective algorithms in the cluster analysis. We give a theoretical foundation for the ensemble algorithms based on a pair-wise classification. An algorithm of cluster analysis using an ensemble of decision trees is suggested.
[full text]
Keywords: cluster analysis, collective of algorithms, logical model, decision tree
Author(s):
Berikov Vladimir Borisovich
Dr. , Associate Professor
Position: General Scientist
Office: Sobolev Institute of mathematics Siberian Branch of Russian Academy of Science
Address: 630090, Russia, Novosibirsk, 4, Acad. Koptyug Avenue
Phone Office: (383) 3333291
E-mail: berikov@math.nsc.ru
SPIN-code: 8108-2591
Bibliography link:
Berikov V.B. Construction of an ensemble of decision trees in the cluster analysis // Computational technologies. 2010. V. 15. ¹ 1. P. 40-52
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