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Number of items: 16.

Article

Ermolieva, T., Ermoliev, Y., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Derci Augustynczik, A.L., Komendantova, N. ORCID: https://orcid.org/0000-0003-2568-6179, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Knopov, P.S. & Wang, G. (2023). Connections between robust statistical estimation, robust decision making with two-stage stochastic optimization, and robust machine learning problems. Cybernetics and systems analysis 59 (3), 33-47.

Ermolieva, T., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Ermoliev, Y., Knopov, P.S., Borodina, O.M. & Gorbachuk, V.M. (2022). A Risk-Informed Decision-Making Framework for Climate Change Adaptation through Robust Land Use and Irrigation Planning. Sustainability 14 (3), p. 1430. 10.3390/su14031430.

Borodina, O.M., Kyryziuk, S.V., Fraier, O V., Ermoliev, Y.M., Ermolieva, T.Y., Knopov, P.S. & Horbachuk, V.M. (2020). Mathematical Modeling of Agricultural Crop Diversification in Ukraine: Scientific Approaches and Empirical Results*. Cybernetics and Systems Analysis 56 (2), 213-222. 10.1007/s10559-020-00237-6.

Golodnikov, A.N., Ermoliev, Y.M., Ermolieva, T.Y., Knopov, P.S. & Pepelyaev, V.A. (2013). Integrated modeling of food security management in Ukraine. II. Models for structural optimization of agricultural production under risk. Cybernetics and Systems Analysis 49 (2), 217-228. 10.1007/s10559-013-9503-6.

Golodnikov, A.N., Ermoliev, Y.M., Ermolieva, T.Y., Knopov, P.S. & Pepelyaev, V.A. (2013). Integrated modeling of food security management in Ukraine. I. Model for management of the economic availability of food. Cybernetics and Systems Analysis 49 (1), 26-35. 10.1007/s10559-013-9481-8.

Ermoliev, Y. & Knopov, P.S. (2006). Method of empirical means in stochastic programming problems. Cybernetics and Systems Analysis 42 (6), 773-785. 10.1007/s10559-006-0118-z.

Book Section

Atoyev, K.L., Golodnikov, A.N., Gorbachuk, V.M., Ermolieva, T., Ermoliev, Y., Kiriljuk, V.S., Knopov, P.S. & Pepeljaeva, T.V. (2020). Food, energy and water nexus: methodology of modeling and risk management. In: Integrated modeling and management of Food-Energy-Water NEXUS for sustainable development. Eds. Zagorodny, A.G., Ermoliev, Yu.N., Bogdanov, V.L. & Ermolieva, T., Kiev, Ukraine: Committee for Systems Analysis at Presidium of National Academy of Sciences of Ukraine — National Member Organization of Ukraine in International Institute for Applied Systems Analysis (IIASA). ISBN 978-966-02-9344-1

Ermoliev, Y., Ermolieva, T., Höglund-Isaksson, L. ORCID: https://orcid.org/0000-0001-7514-3135, Winiwarter, W. ORCID: https://orcid.org/0000-0001-7131-1496, Gorbachuk, V.M. & Knopov, P.S. (2019). Robust decision support system for the integrated Tisza river basin nutrients management under climatic change and extreme precipitation events. In: Proceedings of the 5th International scientific conference on Computational Intelligence, 15-20 April, 2019. pp. 51-52 Uzgorod, Ukraine: Ministry of Education and Science of Ukraine.

Ermoliev, Y., Ermolieva, T., Rovenskaya, E. ORCID: https://orcid.org/0000-0002-2761-3443, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Knopov, P.S. & Gorbachuk, V.M. (2019). Robustness, iterative stochastic quasigradient procedures, and adaptive artificial intelligence learning for cat risk management. In: Proceedings of the 5th International scientific conference on Computational Intelligence, 15-20 April, 2019. pp. 61-62 Uzgorod, Ukraine: Ministry of Education and Science of Ukraine.

Ermoliev, Y., Ermolieva, T., Rovenskaya, E. ORCID: https://orcid.org/0000-0002-2761-3443, Knopov, P.S., Atoev, K.L. & Gorbachuk, V.M. (2018). Economic instruments for environmental security under uncertainty. In: Proceedings of the 6-th International Conference on Mathematical modeling, optimization and information technologies. pp. 103-105 Kischinev, Moldova: Evrica.

Ermoliev, Y., Zagorodny, A.G., Bogdanov, V.L., Knopov, P.S., Borodina, O.M., Ermolieva, T., Rovenskaya, E. ORCID: https://orcid.org/0000-0002-2761-3443, Kostjuchenk, Y.V., Gorbachuk, V.M. & Zaslavskiy, V. (2018). Integrated robust management of NEXUS between agricultural, water, energy economic sectors: consistent algorithms for linking distributed models. In: Proceedings of the 6-th International Conference on Mathematical modeling, optimization and information technologies. pp. 108-112 Kischinev, Moldova: Evrica.

Ermoliev, Y., Ermolieva, T., Rovenskaya, E. ORCID: https://orcid.org/0000-0002-2761-3443, Knopov, P.S. & Gorbachuk, V.M. (2018). Interdependencies, extreme events, systemic risks, and robust solutions. In: Proceedings of the 6-th International Conference on Mathematical modeling, optimization and information technologies. pp. 105-108 Kischinev, Moldova: Evrica.

Conference or Workshop Item

Ermolieva, T., Knopov, P.S., Gorbachuk, V.M., Zaslavskyi, V.A., Borodina, O.M., Gaivoronski, A.A., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Derci Augustynczik, A.L., Cao, G.-Y. & Wang, G. (2022). Agricultural Adaptation to Climate Change through Risk-Based Crop Insurance: Estimating Probability Distributions of Crop Yields using Weather Parameters, Climate Change Indicators and Soil Characteristics. In: Norwegian-Georgian-Moldavian-Ukrainian School on Innovation and Risk Management, November 19-26, 2022, Batumi Shota Rustaveli State University, Georgia.

Ermolieva, T., Yermoliev, Y., Atoyev, K.L., Golodnikov, O.M., Gorbachuk, V.M., Kiriljuk, V.S. & Knopov, P.S. (2015). Development of Robust Land-use Decisions in Eastern Europe under Technology, Climate, and System Change: The Case of Ukraine. In: Systems Analysis 2015 - A Conference in Celebration of Howard Raiffa, 11 -13 November, 2015, Laxenburg, Austria.

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