Credit risk modeling using bayesian networks. - Tatjana Pavlenko; Oleksandr Chernyak (Int. J. Intell. Syst., 2010)

Classification of Financial Conditions of the Enterprises in Different Industries of Ukrainian Economy Using Bayesian Networks. - Oleksandr Chernyak; Yevgen Chernyak (HAICTA, 2011)

Forecasting of Global New Investment in Renewable Energy. - Oleksandr Chernyak; Yevgen Chernyak; Yana Fareniuk (HAICTA, 2017)

Non-linear Forecasting of the State of a Socio-eco-oriented Innovative Economy in the Context of Systemic Crises. - Sultan Ramazanov; Bogdan Tishkov; Oleksandr Chernyak (M3E2-MLPEED, 2019)

Modeling of Effectiveness of Media Investment Based on Data Science Technologies for Ukrainian Bank. - Oleksandr Chernyak; Yana Fareniuk (ICTERI Workshops, 2020)