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ORCIDMariia Golovianko
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2020 – today
- 2023
[j4]Mariia Golovianko
, Svitlana Gryshko, Vagan Y. Terziyan, Tuure Tuunanen:
Responsible cognitive digital clones as decision-makers: a design science research study. Eur. J. Inf. Syst. 32(5): 879-901 (2023)- [c7]Vagan Y. Terziyan, Diana Malyk, Mariia Golovianko, Vladyslav Branytskyi:
Encryption and Generation of Images for Privacy-Preserving Machine Learning in Smart Manufacturing. ISM 2023: 91-101 - [c6]Mariia Golovianko, Vagan Y. Terziyan, Vladyslav Branytskyi, Diana Malyk:
Industry 4.0 vs. Industry 5.0: Co-existence, Transition, or a Hybrid. ISM 2023: 102-113 - 2022
- [j3]Vladyslav Branytskyi, Mariia Golovianko, Svitlana Gryshko, Diana Malyk, Vagan Y. Terziyan, Tuure Tuunanen:
Digital clones and digital immunity: adversarial training handles both. Int. J. Simul. Process. Model. 18(2): 124-139 (2022) - [j2]Vagan Y. Terziyan, Diana Malyk, Mariia Golovianko, Vladyslav Branytskyi:
Hyper-flexible Convolutional Neural Networks based on Generalized Lehmer and Power Means. Neural Networks 155: 177-203 (2022) - 2021
- [c5]Vladyslav Branytskyi, Mariia Golovianko, Diana Malyk, Vagan Y. Terziyan:
Generative adversarial networks with bio-inspired primary visual cortex for Industry 4.0. ISM 2021: 418-427 - [i2]Valerii Semenets, Vagan Y. Terziyan, Svitlana Gryshko, Mariia Golovianko:
Assessment and Decision-Making in Universities: Analytics of the Administration-Staff Compromises. CoRR abs/2105.10560 (2021) - [i1]Valerii Semenets, Svitlana Gryshko, Mariia Golovianko, Oleksandr O. Shevchenko, Liudmyla Titova, Olena Kaikova, Vagan Y. Terziyan, Timo Tiihonen:
How the University Portal Inspired Changes in the Academic Assessment Culture. CoRR abs/2105.14154 (2021) - 2020
- [c4]Mariia Golovianko, Svitlana Gryshko, Vagan Y. Terziyan, Tuure Tuunanen:
Towards digital cognitive clones for the decision-makers: adversarial training experiments. ISM 2020: 180-189 - [c3]Vagan Y. Terziyan, Svitlana Gryshko, Mariia Golovianko:
Taxonomy of generative adversarial networks for digital immunity of Industry 4.0 systems. ISM 2020: 676-685
2010 – 2019
- 2017
- [c2]Mariia Golovianko, Svitlana Gryshko, Vagan Y. Terziyan:
From Deep Learning to Deep University: Cognitive Development of Intelligent Systems. International KEYSTONE Conference 2017: 80-85 - 2016
- [c1]Vagan Y. Terziyan, Mariia Golovianko, Michael Cochez:
TB-Structure: Collective Intelligence for Exploratory Keyword Search. International KEYSTONE Conference 2016: 171-178 - 2015
- [j1]Vagan Y. Terziyan, Mariia Golovianko, Oleksandr O. Shevchenko:
Semantic Portal as a Tool for Structural Reform of the Ukrainian Educational System. Inf. Technol. Dev. 21(3): 381-402 (2015)
Coauthor Index
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