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

M Golovianko, S Gryshko, V Terziyan… - Procedia Computer …, 2021 - Elsevier
There can be many reasons for anyone to make a digital copy (clone) of own decision-
making behavior. This enables virtual presence of a professional decision-maker …

Bridging human and machine learning for the needs of collective intelligence development

M Gavriushenko, O Kaikova, V Terziyan - Procedia Manufacturing, 2020 - Elsevier
There are no doubts that artificial and human intelligence enhance and complement each
other. They are stronger together as a team of Collective (Collaborative) Intelligence. Both …

Industry 4.0 intelligence under attack: From cognitive hack to data poisoning

V Terziyan, M Golovianko… - Cyber Defence in Industry …, 2018 - ebooks.iospress.nl
Artificial intelligence is an unavoidable asset of Industry 4.0. Artificial actors participate in
real-time decision-making and problem solving in various industrial processes, including …

Cloning and training collective intelligence with generative adversarial networks

V Terziyan, M Gavriushenko, A Girka… - IET Collaborative …, 2021 - Wiley Online Library
Industry 4.0 and highly automated critical infrastructure can be seen as cyber‐physical‐
social systems controlled by the Collective Intelligence. Such systems are essential for the …

How the university portal inspired changes in the academic assessment culture

V Semenets, S Gryshko, M Golovianko… - arxiv preprint arxiv …, 2021 - arxiv.org
Information retrieval (IR) is known facilitator of changes ongoing in human society and vice
versa. This is due to the fact that IR is a key component of the digital ecosystems, where both …