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Mariia Golovianko

Observed names: Golovianko Mariia, Golovianko, Mariia, M. V. Golovianko, Марія Валентинівна Головянко
ORCID: 0000-0003-0734-4028
Observed ORCID: 0000-0003-0734-4028
OpenAlex ID: A5068044909
Industry 4.0 vs. Industry 5.0: Co-existence, Transition, or a Hybrid
2023 · Mariia Golovianko, Vagan Terziyan, et al. · Procedia Computer Science · 405
Patented intelligence: Cloning human decision models for Industry 4.0
2018 · Vagan Terziyan, Svitlana Gryshko, et al. · Journal of Manufacturing Systems · 109
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Responsible cognitive digital clones as decision-makers: a design science research study
2022 · Mariia Golovianko, Svitlana Gryshko, et al. · European Journal of Information Systems · 43
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Encryption and Generation of Images for Privacy-Preserving Machine Learning in Smart Manufacturing
2023 · Vagan Terziyan, Diana Malyk, et al. · Procedia Computer Science · 25
Semantic Portal as a Tool for Structural Reform of the Ukrainian Educational System
2014 · Vagan Terziyan, Mariia Golovianko, et al. · Information Technology for Development · 23
Towards digital cognitive clones for the decision-makers: adversarial training experiments
2021 · Mariia Golovianko, Svitlana Gryshko, et al. · Procedia Computer Science · 20
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Taxonomy of generative adversarial networks for digital immunity of Industry 4.0 systems
2021 · Vagan Terziyan, Svitlana Gryshko, et al. · Procedia Computer Science · 19
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Hybrid Threats against Industry 4.0: Adversarial Training of Resilience
2022 · Olena Kaikova, Vagan Terziyan, et al. · E3S Web of Conferences · 16
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Hyper-flexible Convolutional Neural Networks based on Generalized Lehmer and Power Means
2022 · Vagan Terziyan, Diana Malyk, et al. · Neural Networks · 15
Towards ethical evolution: responsible autonomy of artificial intelligence across generations
2025 · Vagan Terziyan, Timo Tiihonen, et al. · AI and Ethics · 13
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Industry 4.0 Intelligence Under Attack: From Cognitive Hack to Data Poisoning
2018 · Terziyan Vagan, Golovianko Mariia, et al. · NATO science for peace and security series. D, Information and communication security · 13
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Generative adversarial networks with bio-inspired primary visual cortex for Industry 4.0
2022 · Vladyslav Branytskyi, Mariia Golovianko, et al. · Procedia Computer Science · 10
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Digital clones and digital immunity: adversarial training handles both
2022 · Tuure Tuunanen, Vagan Terziyan, et al. · International Journal of Simulation and Process Modelling · 9
An introduction to knowledge computing
2014 · Vagan Terziyan, Oleksandr Shevchenko, et al. · Eastern-European Journal of Enterprise Technologies · 8
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From Deep Learning to Deep University: Cognitive Development of Intelligent Systems
2018 · Mariia Golovianko, Svitlana Gryshko, et al. · Lecture notes in computer science · 7
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Assessment and Decision-Making in Universities: Analytics of the Administration-Staff Compromises
2021 · Semenets, Valerii, Terziyan, Vagan, et al. · arXiv (Cornell University) · 6
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TB-Structure: Collective Intelligence for Exploratory Keyword Search
2017 · Vagan Terziyan, Mariia Golovianko, et al. · Lecture notes in computer science · 5
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Can ChatGPT Challenge the Scientific Impact of Published Research, Particularly in the Context of Industry 4.0 and Smart Manufacturing?
2024 · Vagan Terziyan, Olena Kaikova, et al. · Procedia Computer Science · 3
Resilience Training in Higher Education: AI-Assisted Collaborative Learning
2025 · Svitlana Gryshko, Vagan Terziyan, et al. · Lecture notes in networks and systems · 2
Exploring the Social Impact of Multidisciplinary, Multicultural Hybrid Collaborative Learning Across Diverse Domains
2025 · Mariia Golovianko, Svitlana Gryshko, et al. · Lecture notes in networks and systems · 2
Can Artificial Intelligence Destroy Future Industry?
2026 · Vagan Terziyan, Svitlana Gryshko, et al. · Procedia Computer Science · 1
Методика навчання в умовах гібридних загроз
2023 · Едуард Михайлович Балашов, Михайло Вячеславович Білоконь, et al. · 1
How the University Portal Inspired Changes in the Academic Assessment Culture
2021 · Semenets, Valerii, Gryshko, Svitlana, et al. · arXiv (Cornell University) · 1
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Development of a Generalized Hardware-software Architecture of a Distributed Version of the Ontological Portal
2012 · Н. В. Рябова, А. Ю. Шевченко, et al. · Восточно-Европейский журнал передовых технологий
Prototype of Semantic Document Repository for Distributed Ontological Portal
2012 · Наталия Владимировна Рябова, А. Ю. Шевченко, et al. · Восточно-Европейский журнал передовых технологий
Works count: 28
Citation count: 756
H-index: 11
I10-index: 12
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