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Articles (70)

# Публикация
61 Бериков В.Б. , Cherikbayeva L.
Searching for Optimal Classifier Using a Combination of Cluster Ensemble and Kernel Method
In compilation CEUR Workshop Proceedings. 2018 School-Seminar on Optimization Problems and their Applications.. 2018. – Т.2098. – C.45-60. Scopus
62 Berikov V.B.
A Probabilistic Model of Fuzzy Clustering Ensemble
Pattern Recognition and Image Analysis. 2018. V.28. N1. P.1-10. DOI: 10.1134/S1054661818010029 Scopus OpenAlex
63 Berikov V. , Vinogradova T.
Regression analysis with cluster ensemble and kernel function
Lecture Notes in Computer Science. 2018. V.11179 LNCS. P.211-220. DOI: 10.1007/978-3-030-11027-7_21 Scopus OpenAlex
64 Tatarnikov V. , Berikov V. , Pestunov I.
Cluster ensemble construction with the algorithm of averaged centroids
In compilation 2017 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON). 2017. – C.60-64. DOI: 10.1109/sibircon.2017.8109902 Scopus OpenAlex
65 Berikov V. , Karaev N. , Tewari A.
Semi-supervised classification with cluster ensemble
In compilation 2017 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON). 2017. – C.245-250. DOI: 10.1109/sibircon.2017.8109880 Scopus OpenAlex
66 Tatarnikov V.V. , Pestunov I.A. , Berikov V.B.
Centroid averaging algorithm for a clustering ensemble
Компьютерная оптика (Computer Optics). 2017. V.41. N5. P.712-718. DOI: 10.18287/2412-6179-2017-41-5-712-718 WOS Scopus OpenAlex
67 Berikov V.B.
Construction of an optimal collective decision in cluster analysis on the basis of an averaged co-association matrix and cluster validity indices
Pattern Recognition and Image Analysis. 2017. V.27. N2. P.153-165. DOI: 10.1134/S1054661816040040 Scopus OpenAlex
68 Berikov V. , Pestunov I.
Ensemble clustering based on weighted co-association matrices: Error bound and convergence properties
Pattern Recognition. 2017. V.63. P.427-436. DOI: 10.1016/j.patcog.2016.10.017 WOS Scopus OpenAlex
69 Berikov V.B. , Pestunov I. , Kozinets R. , Rylov S.
Computationally efficient methods of clustering ensemble construction for satellite image segmentation
In compilation CEUR Workshop Proceedings. 2017. – Т.1901. – C.260 - 266. Scopus
70 Berikov V.B. , Pestunov I. , Karaev N. , Tewari A.
Recognition of hyperspectral images with use of cluster ensemble and semisupervised learning
In compilation CEUR Workshop Proceedings. 2017. – Т.2033. – C.60-64. Scopus
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