Mariia Golovianko

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 13

Top Topics

Collective Intelligence

Convolutional Neural Networks

Top Venues

International KEYSTONE Conference

Int. J. Simul. Process. Model.

Publications

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) (2023)
Mariia Golovianko, Vagan Y. Terziyan, Vladyslav Branytskyi, Diana Malyk
Industry 4.0 vs. Industry 5.0: Co-existence, Transition, or a Hybrid. ISM (2023)
Vagan Y. Terziyan, Diana Malyk, Mariia Golovianko, Vladyslav Branytskyi
Encryption and Generation of Images for Privacy-Preserving Machine Learning in Smart Manufacturing. ISM (2023)
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) (2022)
Vagan Y. Terziyan, Diana Malyk, Mariia Golovianko, Vladyslav Branytskyi
Hyper-flexible Convolutional Neural Networks based on Generalized Lehmer and Power Means. Neural Networks 155 (2022)
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 (2021)
Valerii Semenets, Vagan Y. Terziyan, Svitlana Gryshko, Mariia Golovianko
Assessment and Decision-Making in Universities: Analytics of the Administration-Staff Compromises. CoRR (2021)
Vladyslav Branytskyi, Mariia Golovianko, Diana Malyk, Vagan Y. Terziyan
Generative adversarial networks with bio-inspired primary visual cortex for Industry 4.0. ISM (2021)
Vagan Y. Terziyan, Svitlana Gryshko, Mariia Golovianko
Taxonomy of generative adversarial networks for digital immunity of Industry 4.0 systems. ISM (2020)
Mariia Golovianko, Svitlana Gryshko, Vagan Y. Terziyan, Tuure Tuunanen
Towards digital cognitive clones for the decision-makers: adversarial training experiments. ISM (2020)
Mariia Golovianko, Svitlana Gryshko, Vagan Y. Terziyan
From Deep Learning to Deep University: Cognitive Development of Intelligent Systems. International KEYSTONE Conference (2017)
Vagan Y. Terziyan, Mariia Golovianko, Michael Cochez
TB-Structure: Collective Intelligence for Exploratory Keyword Search. International KEYSTONE Conference (2016)
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) (2015)