| Homogeneous adaboost ensemble machine learning algorithms with reduced entropy on balanced data MT Ramakrishna, VK Venkatesan, I Izonin, M Havryliuk, CR Bhat Entropy 25 (2), 245, 2023 | 66 | 2023 |
| Efficient data preprocessing with ensemble machine learning technique for the early detection of chronic kidney disease VK Venkatesan, MT Ramakrishna, I Izonin, R Tkachenko, M Havryliuk Applied Sciences 13 (5), 2885, 2023 | 42 | 2023 |
| Energy saving optimization technique-based routing protocol in Mobile ad-hoc network with IOT Environment VK Krishnamoorthy, I Izonin, S Subramanian, SK Shandilya, ... Energies 16 (3), 1385, 2023 | 31 | 2023 |
| Adaptive artificial bee colony algorithm for nature-inspired cyber defense C Ganguli, SK Shandilya, M Nehrey, M Havryliuk Systems 11 (1), 27, 2023 | 21 | 2023 |
| Extraction of Structural Elements of the Text Using Pragmatic Features for the Nomenclature of Cases Verification M Havryliuk, I Dumyn, O Vovk The International Symposium on Computer Science, Digital Economy and …, 2022 | 17 | 2022 |
| An investigation of the primary immunosuppressive therapy's influence on kidney transplant survival at one month after transplantation Y Tolstyak, V Chopyak, M Havryliuk Transplant Immunology 78, 101832, 2023 | 14 | 2023 |
| An Assessment of the Transplant's Survival Level for Recipients after Kidney Transplantations using Cox Proportional-Hazards Model. Y Tolstyak, M Havryliuk IDDM, 260-265, 2022 | 13 | 2022 |
| Investigation of PNN Optimization Methods to Improve Classification Performance in Transplantation Medicine. M Havryliuk, N Hovdysh, Y Tolstyak, V Chopyak, N Kustra IDDM, 338-345, 2023 | 12 | 2023 |
| Interactive information system for automated identification of operator personnel by schulte tables based on individual time series M Havryliuk, R Kaminskyy, K Yemets, T Lisovych The International Conference on Artificial Intelligence and Logistics …, 2023 | 8 | 2023 |
| SGD-based cascade scheme for higher degrees wiener polynomial approximation of large biomedical datasets I Izonin, R Tkachenko, R Holoven, K Yemets, M Havryliuk, SK Shandilya Machine Learning and Knowledge Extraction 4 (4), 1088-1106, 2022 | 7 | 2022 |
| An interpretable ensemble structure with a non-iterative training algorithm to improve the predictive accuracy of healthcare data analysis I Izonin, R Tkachenko, K Yemets, M Havryliuk Scientific Reports 14 (1), 12947, 2024 | 6 | 2024 |
| Intelligent Waste-Volume Management Method in the Smart City Concept K Lipianina-Honcharenko, M Komar, O Osolinskyi, V Shymanskyi, ... Smart Cities 7 (1), 78-98, 2023 | 4 | 2023 |
| Assessing of Climate Impact on Wheat Yield using Machine Learning Techniques. P Hrytsiuk, T Babych, S Baranovsky, M Havryliuk ICST, 314-329, 2023 | 3 | 2023 |
| An Adaptation of the Input Doubling Method for Solving Classification Tasks in Case of Small Data Processing I Izonin, R Tkachenko, M Havryliuk, M Gregus, P Yendyk, Y Tolstyak Procedia Computer Science 241, 171-178, 2024 | 2 | 2024 |
| Check for updates Interactive Information System for Automated Identification of Operator Personnel by Schulte Tables Based on Individual Time Series M Havryliuk, R Kaminskyy, K Yemets, T Lisovych Advances in Artificial Systems for Logistics Engineering 3 (180), 372, 2023 | 2 | 2023 |
| Hybrid ensemble learning model to improve the performance and interpretability of medical diagnosis: Small data tasks I Izonin, R Tkachenko, V Kachmar, M Havryliuk Responsible and Explainable Artificial Intelligence in Healthcare, 221-258, 2025 | | 2025 |
| Innovation Regional Policy and Smart Specialization: European Countries and Ukraine M Nehrey, L Zomchak, M Havryliuk Data-Centric Business and Applications: Advancements in Information and …, 2024 | | 2024 |
Іван Ізонін / Ivan IzoninAssoc. Prof. of the Department of Artificial Intelligence, Lviv Polytechnic National UniversityVerified email at lpnu.ua
