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Author

Roman Muzyka

Observed names: Muzyka, Roman, R. T. Muzyka
ORCID: 0009-0001-3884-8280
Observed ORCID: 0009-0001-3884-8280
OpenAlex ID: A5098667982
Enhanced ANN-based ensemble method for bridge damage characterization using limited dataset
2024 · Ivan Izonin, Illia Nesterenko, et al. · Scientific Reports · 9
Multi-Step Dynamic Ensemble Selection to Estimate Software Effort
2024 · Akshay Jadhav, Shishir Kumar Shandilya, et al. · Applied Artificial Intelligence · 7
A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis
2024 · Ivan Izonin, Roman Muzyka, et al. · Sensors · 3
An approach toward improvement of ensemble method’s accuracy for biomedical data classification
2024 · Ivan Izonin, Roman Muzyka, et al. · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 1
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Scale-aware Analytical Radial Mapping Via Two-step Normalisation for Interpretable Nonlinear Feature Generation
2026 · R. O. Tkachenko, I. V. Izonin, et al. · Radio Electronics Computer Science Control
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A Method for Selecting Base Models in Stacking Ensembles Using Prediction and Error Diversity Measures
2026 · Ivan Izonin, Nazar Savitskyi, et al. · Frontiers in artificial intelligence and applications
An enhanced cascade ensemble method for big data analysis
2025 · Ivan Izonin, Roman Muzyka, et al. · IAES International Journal of Artificial Intelligence
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Enhanced Cascade Schemes for Advancing Machine Learning-Based Prediction of Heating and Cooling Loads in Residential Buildings
2024 · Ivan Izonin, Roman Tkachenko, et al. · Mediterranean Smart Cities Conference (MSCC)
Increasing the competencies of civil servants in the conditions of digital transformation of Ukraine
2024 · Музика, Роман Володимирович, Muzyka, Roman · Electronic Kharkiv National University Institutional Repository (Kharkiv National University)
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Works count: 10
Citation count: 20
H-index: 3
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