Emergent Properties Manifestation in the Risk Assessment of Oil and Gas Companies. - Inesa Khvostina; Nataliia Havadzyn; Liliana Horal; Nataliia Yurchenko (M3E2-MLPEED, 2019)

Predicting the economic efficiency of the business model of an industrial enterprise using machine learning methods. - Liliana Horal; Inesa Khvostina; Nadiia Reznik; Vira Shyiko; Natalia Yashcheritsyna; Svitlana Korol; Vladimir Zaselskiy (M3E2-MLPEED, 2020)

Modeling the optimal management of the distribution of profits of an oil and gas company taking into account risks. - Inesa Khvostina; Viktor Oliinyk; Valerii Yatsenko; Liliia Mykhailyshyn; Uliana Berezhnytska (M3E2-MLPEED, 2020)

Casual analysis of financial and operational risks of oil and gas companies in condition of emergent economy. - Inesa Khvostina; Serhiy Semerikov; Oleh Yatsiuk; Nadiia Daliak; Olha Romanko; Ekaterina Shmeltser (M3E2-MLPEED, 2020)

Machine learning of emerging markets in pandemic times. - Arnold Kiv; Pavlo Hryhoruk; Inesa Khvostina; Viktoria Solovieva; Vladimir N. Soloviev; Serhiy Semerikov (M3E2-MLPEED, 2020)

The use of genetic algorithms for multicriteria optimization of the oil and gas enterprises financial stability. - Marta V. Shkvaryliuk; Liliana T. Horal; Inesa M. Khvostina; Natalia I. Yashcheritsyna; Vira I. Shiyko (M3E2-MLPEED, 2021)