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Bohdan Shubyn
Bohdan Shubyn
PhD Student an LPNU and SUT
Dirección de correo verificada de lpnu.ua
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Deep learning based adaptive handover optimization for ultra-dense 5G mobile networks
B Shubyn, N Lutsiv, O Syrotynskyi, R Kolodii
2020 IEEE 15th International Conference on Advanced Trends in …, 2020
262020
Intelligent handover management in 5G mobile networks based on recurrent neural networks
B Shubyn, T Maksymyuk
2019 3rd International Conference on Advanced Information and Communications …, 2019
232019
Intelligent spectrum management in 5G mobile networks based on recurrent neural networks
T Maksymyuk, L Han, S Larionov, B Shubyn, A Luntovskyy, M Klymash
2019 IEEE 15th International conference on the experience of designing and …, 2019
232019
Federated learning for improved prediction of failures in autonomous guided vehicles
B Shubyn, D Kostrzewa, P Grzesik, P Benecki, T Maksymyuk, ...
Journal of Computational Science 68, 101956, 2023
152023
5G slicing and handover scenarios: compulsoriness and machine learning
A Luntovskyy, B Shubyn, T Maksymyuk, M Klymash
International Conference Infocommunications–Present and Future, 223-255, 2020
112020
Forecasting of energy consumption for anomaly detection in Automated Guided Vehicles: Models and feature selection
P Benecki, D Kostrzewa, P Grzesik, B Shubyn, D Mrozek
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2022
82022
From big data to smart data: the most effective approaches for data analytics
A Luntovskyy, L Globa, B Shubyn
Conference on Mathematical Control Theory, 23-40, 2019
82019
Federated learning for anomaly detection in industrial IoT-enabled production environment supported by autonomous guided vehicles
B Shubyn, D Mrozek, T Maksymyuk, V Sunderam, D Kostrzewa, P Grzesik, ...
International Conference on Computational Science, 409-421, 2022
72022
Energy efficiency and security for IoT scenarios via WSN, RFID and NFC
A Luntovskyy, T Zobjack, B Shubyn, M Klymash
2021 IEEE International Conference on Information and Telecommunication …, 2021
62021
Energy efficiency for IoT
A Luntovskyy, B Shubyn
Reliability Engineering and Computational Intelligence, 199-215, 2021
62021
Highly-distributed systems based on micro-services and their construction paradigms
A Luntovskyy, B Shubyn
2020 IEEE 15th International Conference on Advanced Trends in …, 2020
62020
On-edge aggregation strategies over industrial data produced by Autonomous Guided Vehicles
P Grzesik, P Benecki, D Kostrzewa, B Shubyn, D Mrozek
International Conference on Computational Science, 458-471, 2022
52022
Ai-enabled blockchain framework for dynamic spectrum management in multi-operator 6g networks
T Maksymyuk, J Gazda, M Liyanage, L Han, B Shubyn, B Strykhaliuk, ...
Future Intent-Based Networking: On the QoS Robust and Energy Efficient …, 2021
42021
Blockchain-based network functions virtualization for 5G network slicing
T Maksymyuk, V Andrushchak, S Dumych, B Shubyn, BUG Gabriel, ...
Acta Electrotechnica et Informatica 20 (4), 54-59, 2020
42020
Metaverse of Things in 6G era: an emerging fusion of IoT, XR, edge AI and blockchain technologies
T Maksymyuk, J Gazda, B Shubyn, O Karpin, O Kapshii, O Urikova, ...
IEEE lnternational Conference on Advanced Trends in Radioelectronics …, 2022
32022
Information Security During Electronic Voting: Threats and Mechanisms for Ensuring
M Buchyn, A Helesh, B Shubyn
2021 IEEE 4th International Conference on Advanced Information and …, 2021
32021
Advanced architectures for IoT scenarios
A Luntovskyy, B Shubyn
2020 5th International Conference on Smart and Sustainable Technologies …, 2020
22020
Optimizing Telemetry Signal Influence for Power Consumption Prediction
P Benecki, D Kostrzewa, P Grzesik, B Shubyn, D Mrozek
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
12023
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment
B Shubyn, P Grzesik, T Maksymyuk, D Kostrzewa, P Benecki, JH Syu, ...
International Conference on Computational Science, 492-504, 2023
12023
Federated Learning techniques for 5G mobile networks
B Shubyn, D Mrozek, L Fabry, T Maksymyuk, EM Amhoud, J Gazda
2022 IEEE 16th International Conference on Advanced Trends in …, 2022
12022
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