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Avtomatika i Telemekhanika, 2011, Issue 4, Pages 86–98
(Mi at1691)
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This article is cited in 13 scientific papers (total in 13 papers)
Stochastic Systems, Queuing Systems
A randomized algorithm for estimating the number of clusters
O. N. Granichina, D. S. Shalymova, R. Avrosb, Z. Volkovichb a St. Petersburg State University, St. Petersburg, Russia
b ORT Braude College, Karmiel, Israel
Abstract:
Clustering is actively studied in such fields as statistics, pattern recognition, machine training, et al. A new randomized algorithm is suggested and established for finding the number of clusters in the set of data, the efficiency of which is demonstrated by examples of simulation modeling on synthetic data with thousands of clusters.
Citation:
O. N. Granichin, D. S. Shalymov, R. Avros, Z. Volkovich, “A randomized algorithm for estimating the number of clusters”, Avtomat. i Telemekh., 2011, no. 4, 86–98; Autom. Remote Control, 72:4 (2011), 754–765
Linking options:
https://www.mathnet.ru/eng/at1691 https://www.mathnet.ru/eng/at/y2011/i4/p86
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Statistics & downloads: |
Abstract page: | 411 | Full-text PDF : | 116 | References: | 45 | First page: | 6 |
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