Group approach to solving the tasks of recognition

In this work, we develop CASVM and CANN algorithms for semi-supervised classification problem. The algorithms are based on a combination of ensemble clustering and kernel methods. Probabilistic model of classification with use of cluster ensemble is proposed. Within the model, error probabi...

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Bibliographic Details
Main Authors: Amirgaliyev Yedilkhan, Berikov Vladimir, Cherikbayeva Lyailya S., Latuta Konstantin, Bekturgan Kalybekuuly
Format: Article
Language:English
Published: University of Belgrade 2019-01-01
Series:Yugoslav Journal of Operations Research
Subjects:
Online Access:http://www.doiserbia.nb.rs/img/doi/0354-0243/2019/0354-02431800032A.pdf