Articles - Sciact

Articles (64)

#	Публикация
41	Odinokikh N. , Berikov V. Some properties of the classification algorithms using ensemble kernels Journal of Physics: Conference Series. 2021. V.1715. N1. 012011 . DOI: 10.1088/1742-6596/1715/1/012011 Scopus OpenAlex
42	Dobshik A.V. , Tulupov A.A. , Berikov V.B. Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke Journal of Physics: Conference Series. 2021. V.2099. N1. 012021 . DOI: 10.1088/1742-6596/2099/1/012021 Scopus OpenAlex
43	Nedel'ko V. , Kozinets R. , Tulupov A. , Berikov V. Comparative Analysis of Deep Neural Network and Texture-Based Classifiers for Recognition of Acute Stroke using Non-Contrast CT Images In compilation Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology. – IEEE., 2020. – C.376-379. DOI: 10.1109/USBEREIT48449.2020.9117784 Scopus OpenAlex
44	Berikov V. Autoencoder-based Low-Rank Spectral Ensemble Clustering of Biological Data In compilation Proceedings - 2020 Cognitive Sciences, Genomics and Bioinformatics, CSGB 2020. – IEEE., 2020. – C.43-46. DOI: 10.1109/CSGB51356.2020.9214622 Scopus OpenAlex
45	Korbolina E. , Bryzgalov L. , Postovalov S. , Nedelko V. , Berikov V. , Merkulova T. Accessing the impact of functional variants on human phenotypes by transcriptome analysis in individuals carrying different rSNP alleles In compilation Proceedings - 2020 Cognitive Sciences, Genomics and Bioinformatics, CSGB 2020. – IEEE., 2020. – C.10-13. DOI: 10.1109/CSGB51356.2020.9214706 Scopus OpenAlex
46	Odinokikh N. , Berikov V. Cluster Ensemble Kernel for Kernel-based Classification In compilation SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. 2020. – ISBN 978-172814401-6. DOI: 10.1109/sibircon48586.2019.8958184 Scopus OpenAlex
47	Postovalov S. , Berikov V. , Bryzgalov L. , Korbolina E. On the Relationship between Regulatory and Exomic DNA Markers In compilation Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology. – IEEE., 2020. DOI: 10.1109/usbereit48449.2020.9117734 Scopus OpenAlex
48	Berikov V. Semi-supervised classification using multiple clustering and low-rank matrix operations Lecture Notes in Computer Science. 2019. V.11548 LNCS. P.529-540. DOI: 10.1007/978-3-030-22629-9_37 Scopus OpenAlex
49	Amirgaliyev Y. , Berikov V. , Cherikbayeva L.S. , Latuta K. , Bekturgan K. Group approach to solving the tasks of recognition Yugoslav Journal of Operations Research. 2019. V.29. N2. P.177-192. DOI: 10.2298/YJOR180822032Y Scopus OpenAlex
50	Vikent'ev A. , Serov M. , Vikentiev R. , Berikov V. Collective Distances for Clustering N-Valued Logic Formulas Representing Knowledge Base of Intellectual System In compilation SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. 2019. – C.0664-0669. – ISBN 978-172814401-6. DOI: 10.1109/SIBIRCON48586.2019.8958153 Scopus OpenAlex
51	Викентьев А.А. , Серов М.С. , Бериков В.Б. , Черикбаева Л.Ш. , Тулегенова Б.А. КОЛЛЕКТИВНЫЕ РАССТОЯНИЯ ДЛЯ КЛАСТЕРИЗАЦИИ МНОЖЕСТВ ФОРМУЛ N-ЗНАЧНОЙ ЛОГИКИ In compilation МАТЕРИАЛЫ IV международной научно-практической конференции "Информатика и прикладная математика". – Институт информационных и вычислительных технологий МОН РК., 2019. – C.219-234. – ISBN 978-601-332-384-8.
52	Berikov V. , Amirgaliyev Y. , Cherikbayeva L. , Yedilkhan D. , Tulegenova B. Classification at Incomplete Training Information: Usage of Group Clustering to Improve Performance Journal of Theoretical and Applied Information Technology. 2019. V.97. N19. P.5048-5060. Scopus
53	Berikov V.B. , Pestunov I.A. , Kozinets R.M. , Rylov S.A. Similarity-based decision tree induction method and its application to cancer recognition on tomographic images Journal of Physics: Conference Series. 2019. V.1368. N5. P.052035. DOI: 10.1088/1742-6596/1368/5/052035 Scopus OpenAlex
54	Berikov V. , Litvinenko A. SEMI-SUPERVISED REGRESSION USING CLUSTER ENSEMBLE AND LOW-RANK CO-ASSOCIATION MATRIX DECOMPOSITION UNDER UNCERTAINTIES In compilation 14th World Congress of Computational Mechanics and ECCOMAS Congress, WCCM-ECCOMAS 2020. 2019. – C.229-242. DOI: 10.7712/120219.6338.18377 Scopus OpenAlex
55	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
56	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
57	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
58	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
59	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
60	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

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