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Myroslav Havryliuk

Observed names: Havryliuk, Myroslav, Myroslav HAVRYLIUK, МИРОСЛАВ ГАВРИЛЮК, Мирослав Гаврилюк
ORCID: 0000-0001-5259-7564
Observed ORCID: 0000-0001-5259-7564
OpenAlex ID: A5061516461
Homogeneous Adaboost Ensemble Machine Learning Algorithms with Reduced Entropy on Balanced Data
2023 · Mahesh Thyluru Ramakrishna, Vinoth Kumar Venkatesan, et al. · Entropy · 102
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Efficient Data Preprocessing with Ensemble Machine Learning Technique for the Early Detection of Chronic Kidney Disease
2023 · Vinoth Kumar Venkatesan, Mahesh Thyluru Ramakrishna, et al. · Applied Sciences · 90
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Energy Saving Optimization Technique-Based Routing Protocol in Mobile Ad-Hoc Network with IoT Environment
2023 · Vinoth Kumar Krishnamoorthy, Ivan Izonin, et al. · Energies · 54
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Adaptive Artificial Bee Colony Algorithm for Nature-Inspired Cyber Defense
2023 · Chirag Ganguli, Shishir Kumar Shandilya, et al. · Systems · 27
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An interpretable ensemble structure with a non-iterative training algorithm to improve the predictive accuracy of healthcare data analysis
2024 · Ivan Izonin, Roman Tkachenko, et al. · Scientific Reports · 26
Intelligent Waste-Volume Management Method in the Smart City Concept
2023 · Khrystyna Lipianina-Honcharenko, Myroslav Komar, et al. · Smart Cities · 18
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SGD-Based Cascade Scheme for Higher Degrees Wiener Polynomial Approximation of Large Biomedical Datasets
2022 · Ivan Izonin, Roman Tkachenko, et al. · Machine Learning and Knowledge Extraction · 18
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An investigation of the primary immunosuppressive therapy's influence on kidney transplant survival at one month after transplantation
2023 · Yaroslav Tolstyak, Valentyna Chopyak, et al. · Transplant Immunology · 14
Interactive Information System for Automated Identification of Operator Personnel by Schulte Tables Based on Individual Time Series
2023 · Myroslav Havryliuk, Roman Kaminskyy, et al. · Lecture notes on data engineering and communications technologies · 10
An Adaptation of the Input Doubling Method for Solving Classification Tasks in Case of Small Data Processing
2024 · Ivan Izonin, Roman Tkachenko, et al. · Procedia Computer Science · 8
Extraction of Structural Elements of the Text Using Pragmatic Features for the Nomenclature of Cases Verification
2023 · Myroslav Havryliuk, Iryna Dumyn, et al. · Lecture notes on data engineering and communications technologies · 6
Enhanced Two-step Augmentation Method for Analyzing Small Datasets in Medical Applications
2025 · Myroslav HAVRYLIUK · Computer Systems and Information Technologies · 2
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Innovation Regional Policy and Smart Specialization: European Countries and Ukraine
2024 · Maryna Nehrey, Larysa Zomchak, et al. · Lecture notes on data engineering and communications technologies · 2
Information system for checking the nomenclature of cases
2023 · Myroslav Havryliuk, Iryna Dumyn · Вісник Книжкової палати · 1
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Метод Розв’язання Задач Мультикласової Класифікації На Основі Декартового Квадрату Впорядкованих Множин Входів З Адитивною Компенсацією Вихідного Сигналу
2026 · Мирослав Гаврилюк, Іван Ізонін, et al. · Наука і техніка сьогодні
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Стекінговий Підхід Для Подолання Викликів Малих Незбалансованих Медичних Даних
2025 · Мирослав Гаврилюк · Наука і техніка сьогодні
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Method of Intellectual Analysis of Short High-dimensional Samples Based on Bagging Ensemble With Data Augmentation
2025 · Myroslav HAVRYLIUK · Measuring and computing devices in technological processes
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Mortality Risk Prediction for Multiple Trauma Patients Admitted to the Hospital via Machine Learning Algorithms
2025 · Ivan Izonin, Myroslav Stupnytskyi, et al. · Lecture notes on data engineering and communications technologies
Hybrid ensemble learning model to improve the performance and interpretability of medical diagnosis: Small data tasks
2024 · Ivan Izonin, Roman Tkachenko, et al. · Elsevier eBooks
Contributors
2024 · Dayal Kumar Behera, Subhranil Das, et al. · Elsevier eBooks
Дослідження Ефективності Використання Pnn Для Розв’язання Задач Медичної Діагностики В Умовах Аналізу Малих Даних Високої Розмірності
2024 · МИРОСЛАВ ГАВРИЛЮК, НАЗАРІЙ ГОВДИШ · Herald of Khmelnytskyi National University Technical sciences
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Works count: 22
Citation count: 378
H-index: 9
I10-index: 9
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