Persons: Donskoy, Vladimir Iosifovich

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Donskoy, Vladimir Iosifovich

Statistics Math-Net.Ru
Total publications:	10
Scientific articles:	9

Number of views:
This page:	984
Abstract pages:	1868
Full texts:	718
References:	88

Professor

Doctor of physico-mathematical sciences (1994)

Speciality:

05.13.17 (Theoretical foundation for informatics)

E-mail:

Keywords:

machine learning, decision trees, incomplete information, discrete optimization, Kolmogorov complexity

Subject:

discrete optimization, machine learning, decision making with incomplete information, building of optimization models from data

https://www.mathnet.ru/eng/person64035

List of publications on Google Scholar

https://zbmath.org/authors/?q=ai:donskoi.vladimir-iosivovich

https://mathscinet.ams.org/mathscinet/MRAuthorID/213767

https://elibrary.ru/author_items.asp?spin=3301-9617

https://orcid.org/0000-0002-2465-1591

https://www.webofscience.com/wos/author/record/M-4816-2013

https://www.scopus.com/authid/detail.url?authorId=16411374000

	Publications in Math-Net.Ru	Citations
	2020
1.	V. I. Donskoy, “Optimization models extraction from data”, Inform. Primen., 14:3 (2020), 109–118
2.	V. I. Donskoy, “Intelligent optimization based on machine learning: state of art and perspectives (a survey)”, Taurida Journal of Computer Science Theory and Mathematics, 2020, no. 1, 32–63
	2018
3.	V. I. Donskoy, “Extraction of optimization models from data: an application of neural networks”, Taurida Journal of Computer Science Theory and Mathematics, 2018, no. 2, 71–89
4.	V. I. Donskoy, “A synthesis of pseudo-Boolean empirical models by precedential information”, Vestnik YuUrGU. Ser. Mat. Model. Progr., 11:2 (2018), 96–107	1
	2017
5.	V. I. Donskoy, “Extraction optimization models from data: an approach based on decision trees and forests”, Taurida Journal of Computer Science Theory and Mathematics, 2017, no. 4, 59–86
6.	V. I. Donskoy, “Kolmogorov complexity and the $VC$ dimension of families of recursive functions”, Taurida Journal of Computer Science Theory and Mathematics, 2017, no. 1, 32–41
	1994
7.	V. I. Donskoĭ, “Pseudo-Boolean optimization with a disjunctive constraint”, Zh. Vychisl. Mat. Mat. Fiz., 34:3 (1994), 461–472 ; Comput. Math. Math. Phys., 34:3 (1994), 389–398	1
	1988
8.	V. I. Donskoi, “Weakly determinate problems of Boolean linear programming with a partially specified set of admissible solutions”, Zh. Vychisl. Mat. Mat. Fiz., 28:9 (1988), 1379–1385 ; U.S.S.R. Comput. Math. Math. Phys., 28:5 (1988), 66–70	2
	1982
9.	V. I. Donskoi, “Learning algorithms based on the construction of decision trees”, Zh. Vychisl. Mat. Mat. Fiz., 22:4 (1982), 963–974 ; U.S.S.R. Comput. Math. Math. Phys., 22:4 (1982), 197–209	2

	2020
10.	O. V. Anashkin, E. M. Varfolomeev, V. I. Voytitsky, V. I. Donskoy, D. A. Zakora, A. B. Muravnik, M. A. Muratov, Yu. S. Pashkova, V. È. Petrov, E. V. Plokhaya, A. L. Skubachevskii, P. A. Starkov, T. A. Suslina, D. O. Tsvetkov, V. N. Chekhov, A. A. Shkalikov, A. I. Yakovlev, “Nikolay Dmitrievich Kopachevsky. March 25, 1940 — May 18, 2020”, CMFD, 66:2 (2020), 157–159

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