Olena Kaikova

Project researcher

Unit

Faculty of Information Technology

Room number

Ag C421.2

olena.o.kaikova@jyu.fi

Mobile

+358408335539

Postal address

Mattilanniemi 2

Fields of science

113 Computer and information sciences

Research interests

Collective Intelligence, Data Poisoning and Data Vaccination, Adversarial learning, Countering Hybrid Threats

Publications

Publication

2025

Exploring the Social Impact of Multidisciplinary, Multicultural Hybrid Collaborative Learning Across Diverse Domains

International conference on interactive collaborative learning. Lecture Notes in Networks and Systems. Springer Nature Switzerland.

Golovianko, Mariia

Gryshko, Svitlana

Kaikova, Olena

Shevchenko, Oleksandr

Terziyan, Vagan

Absi, Rafik

Publication

2025

Guardians of Reliability, Robustness, and Resilience : Adversarial Maintenance in the Era of Industry 4.0 and 5.0

International Conference on Industry 4.0 and Smart Manufacturing. Procedia Computer Science. Elsevier BV.

Terziyan, Vagan

Kaikova, Olena

Publication

2024

Can ChatGPT Challenge the Scientific Impact of Published Research, Particularly in the Context of Industry 4.0 and Smart Manufacturing?

International Conference on Industry 4.0 and Smart Manufacturing. Procedia Computer Science. Elsevier.

Terziyan, Vagan

Kaikova, Olena

Golovianko, Mariia

Vitko, Oleksandra

Publication

2024

Deep Neural Networks, Cellular Automata and Petri Nets : Useful Hybrids for Smart Manufacturing

International Conference on Industry 4.0 and Smart Manufacturing. Procedia Computer Science. Elsevier.

Kaikova, Olena

Terziyan, Vagan

Publication

2024

Hybrid Additive Manufacturing : A Convergence of Physical, Digital, and Social Realms Driven by Generative AI

International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems. Lecture Notes in Computer Science. Springer.

Terziyan, Vagan

Kaikova, Olena

Publication

2023

The Truth is Out There : Focusing on Smaller to Guess Bigger in Image Classification

International Conference on Industry 4.0 and Smart Manufacturing. Procedia Computer Science. Elsevier.

Terziyan, Vagan

Kaikova, Olena

Malyk, Diana

Branytskyi, Vladyslav

Publication

2022

Hybrid Threats against Industry 4.0 : Adversarial Training of Resilience

International Conference on Energy and City of the Future. E3S Web of Conferences. EDP Sciences.

Kaikova, Olena

Terziyan, Vagan

Tiihonen, Timo

Golovianko, Mariia

Gryshko, Svitlana

Titova, Liudmyla

Publication

2022

Neural Networks with Disabilities : An Introduction to Complementary Artificial Intelligence

Neural Computation.

Terziyan, Vagan

Kaikova, Olena

Publication

2021

Cloning and training collective intelligence with generative adversarial networks

IET Collaborative Intelligent Manufacturing.

Terziyan, Vagan

Gavriushenko, Mariia

Girka, Anastasiia

Gontarenko, Andrii

Kaikova, Olena

Publication

2020

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

International Conference on Industry 4.0 and Smart Manufacturing. Procedia Manufacturing. Elsevier.

Gavriushenko, Mariia

Kaikova, Olena

Terziyan, Vagan

Olena Kaikova

Research interests

Collective Intelligence

Academic Response to Hybrid Threats