Mariia Golovianko

According to our database, Mariia Golovianko authored at least 13 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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., September, 2023

Encryption and Generation of Images for Privacy-Preserving Machine Learning in Smart Manufacturing.

Vagan Y. Terziyan, Diana Malyk, Mariia Golovianko, Vladyslav Branytskyi

Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Industry 4.0 vs. Industry 5.0: Co-existence, Transition, or a Hybrid.

Mariia Golovianko, Vagan Y. Terziyan, Vladyslav Branytskyi, Diana Malyk

Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

2022

Hyper-flexible Convolutional Neural Networks based on Generalized Lehmer and Power Means.

Vagan Y. Terziyan, Diana Malyk, Mariia Golovianko, Vladyslav Branytskyi

Neural Networks, 2022

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

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

Assessment and Decision-Making in Universities: Analytics of the Administration-Staff Compromises.

Valerii Semenets, Vagan Y. Terziyan, Svitlana Gryshko, Mariia Golovianko

CoRR, 2021

Generative adversarial networks with bio-inspired primary visual cortex for Industry 4.0.

Vladyslav Branytskyi, Mariia Golovianko, Diana Malyk, Vagan Y. Terziyan

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

2020

Taxonomy of generative adversarial networks for digital immunity of Industry 4.0 systems.

Vagan Y. Terziyan, Svitlana Gryshko, Mariia Golovianko

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

Towards digital cognitive clones for the decision-makers: adversarial training experiments.

Mariia Golovianko, Svitlana Gryshko, Vagan Y. Terziyan, Tuure Tuunanen

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

2017

From Deep Learning to Deep University: Cognitive Development of Intelligent Systems.

Mariia Golovianko, Svitlana Gryshko, Vagan Y. Terziyan

Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2017

2016

TB-Structure: Collective Intelligence for Exploratory Keyword Search.

Vagan Y. Terziyan, Mariia Golovianko, Michael Cochez

Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2016

2015

Semantic Portal as a Tool for Structural Reform of the Ukrainian Educational System.

Vagan Y. Terziyan, Mariia Golovianko, Oleksandr O. Shevchenko

Inf. Technol. Dev., 2015