From Deep Learning to Deep University: Cognitive Development of Intelligent Systems. - Mariia Golovianko; Svitlana Gryshko; Vagan Y. Terziyan (International KEYSTONE Conference, 2017)

Towards digital cognitive clones for the decision-makers: adversarial training experiments. - Mariia Golovianko; Svitlana Gryshko; Vagan Y. Terziyan; Tuure Tuunanen (ISM, 2020)

Taxonomy of generative adversarial networks for digital immunity of Industry 4.0 systems. - Vagan Y. Terziyan; Svitlana Gryshko; Mariia Golovianko (ISM, 2020)

Assessment and Decision-Making in Universities: Analytics of the Administration-Staff Compromises. - Valerii Semenets; Vagan Y. Terziyan; Svitlana Gryshko; Mariia Golovianko (CoRR, 2021)

How the University Portal Inspired Changes in the Academic Assessment Culture. - Valerii Semenets; Svitlana Gryshko; Mariia Golovianko; Oleksandr O. Shevchenko; Liudmyla Titova; Olena Kaikova; Vagan Y. Terziyan; Timo Tiihonen (CoRR, 2021)

Digital clones and digital immunity: adversarial training handles both. - Vladyslav Branytskyi; Mariia Golovianko; Svitlana Gryshko; Diana Malyk; Vagan Y. Terziyan; Tuure Tuunanen (Int. J. Simul. Process. Model., 2022)

Responsible cognitive digital clones as decision-makers: a design science research study. - Mariia Golovianko; Svitlana Gryshko; Vagan Y. Terziyan; Tuure Tuunanen (Eur. J. Inf. Syst., 2023)