| Distributed singular value decomposition method for fast data processing in recommendation systems K Przystupa, M Beshley, O Hordiichuk-Bublivska, M Kyryk, H Beshley, ... Energies 14 (8), 2284, 2021 | 23 | 2021 |
| Model of Large Sparse Datasets Processing Efficiency in IIOT M Klymash, M Kyryk, Y Pyrih, O Hordiichuk-Bublivska, T Andrukhiv 2023 17th International Conference on the Experience of Designing and …, 2023 | 9 | 2023 |
| Data optimization for industrial iot-based recommendation systems M Beshley, O Hordiichuk-Bublivska, H Beshley, I Ivanochko Electronics 12 (1), 33, 2022 | 8 | 2022 |
| Big data analysis in IIoT systems using the federated machine learning method M Klymash, O Hordiichuk-Bublivska, M Kyryk, L Fabri, H Kopets 2022 IEEE 16th International Conference on Advanced Trends in …, 2022 | 6 | 2022 |
| Research on distributed machine learning methods in databases M Klymash, M Kyryk, I Demydov, O Hordiichuk-Bublivska, H Kopets, ... 2021 IEEE 4th International Conference on Advanced Information and …, 2021 | 5 | 2021 |
| Research of microservices features in information systems using spring boot M Klymash, I Tchaikovskyi, O Hordiichuk-Bublivska, Y Pyrih 2020 IEEE International Conference on Problems of Infocommunications …, 2020 | 5 | 2020 |
| A modified federated singular value decomposition method for big data and ML optimization in IIoT systems O Hordiichuk-Bublivska, H Beshley, M Kyryk, Y Pyrih, O Urikova, ... IEEE lnternational Conference on Advanced Trends in Radioelectronics …, 2022 | 4 | 2022 |
| Increased Automation of Trading on the Basis of Software-Based Registrars of Settlement Transactions Y Pyrih, O Urikova, B Strykhalyuk, Y Pyrih, O Hordiichuk-Bublivska 2021 IEEE 4th International Conference on Advanced Information and …, 2021 | 4 | 2021 |
| Research of distributed data processing in corporate information systems M Klymash, I Chaikovskyi, N Syvkova, O Hordiichuk-Bublivska, M Kyryk 2021 IEEE 16th International Conference on the Experience of Designing and …, 2021 | 4 | 2021 |
| Investigating the Efficiency of Genetic Algorithm with Elite Strategy for TSP Y Pyrih, M Klymash, O Hordiichuk-Bublivska 2023 IEEE 5th International Conference on Advanced Information and …, 2023 | 2 | 2023 |
| Modified Masking-Based Federated Singular Value Decomposition Method for Fast Anomaly Detection in Smart Grid Systems Z Yiming, X Fang, O Hordiichuk-Bublivska, H Beshley, M Beshley Energies 16 (16), 5996, 2023 | 2 | 2023 |
| A masking-based federated singular value decomposition method for anomaly detection in industrial internet of things O Hordiichuk-Bublivska, H Beshley, N Kryvinska, M Beshley International Journal of Web and Grid Services 19 (3), 287-317, 2023 | 2 | 2023 |
| Modeling and Research of Processing Big Data Sets in Distributed Information Systems M Klymash, O Hordiichuk-Bublivska, I Tchaikovskyi, Y Deschynskiy 2020 IEEE 15th International Conference on Advanced Trends in …, 2020 | 2 | 2020 |
| A Hybrid Collaborative Filtering Based Recommender Model Using Modified Funk SVD Algorithm M Klymash, O Hordiichuk-Bublivska, Y Pyrih, O Urikova IEEE lnternational Conference on Advanced Trends in Radioelectronics …, 2024 | 1 | 2024 |
| Research on the Automated Decision-Making Effectiveness in Industrial Automation System M Klymash, O Hordiichuk-Bublivska, M Kyryk, L Nodzhak, L Fabri 2023 IEEE 5th International Conference on Advanced Information and …, 2023 | 1 | 2023 |
| Підвищення ефективності оброблення великих обсягів інформації з використанням методу розподіленого аналізу даних ОВ Гордійчук-Бублівська, МІ Бешлей, МІ Кирик, ММ Климаш ТЕЛЕКОМУНІКАЦІЙНІ ТА ІНФОРМАЦІЙНІ ТЕХНОЛОГІЇ, 15-23, 2021 | 1 | 2021 |
| Enhanced Recommendation Algorithm for Big Data Processing in Intelligent Databases M Klymash, O Hordiichuk-Bublivska, Y Pyrih, Y Pyrih, N Balkovskyi, ... 2024 IEEE 17th International Conference on Advanced Trends in …, 2024 | | 2024 |
| Investigating the Computational Complexity of the Genetic Algorithm with Variations in Population Size and the Number of Generations Y Pyrih, M Klymash, M Kaidan, O Hordiichuk-Bublivska, L Nodzhak 2024 IEEE 17th International Conference on Advanced Trends in …, 2024 | | 2024 |
| Modified Funk SVD-Augmented Recommender Systems for Advancing Visual Data Processing in Industrial IoT O Hordiichuk-Bublivska, H Beshley, I Ivanochko, M Beshley, O Kochan | | 2024 |
| Advancing Singular Value Decomposition Techniques for Enhanced Data Mining in Recommender Systems M Beshley, O Hordiichuk-Bublivska, H Beshley, I Ivanochko International Conference on Artificial Intelligence and Soft Computing, 281-290, 2023 | | 2023 |
