| Missing data imputation through SGTM neural-like structure for environmental monitoring tasks O Mishchuk, R Tkachenko, I Izonin International Conference on Computer Science, Engineering and Education …, 2019 | 42 | 2019 |
| Recovery of incomplete IoT sensed data using high-performance extended-input neural-like structure I Izonin, R Tkachenko, N Kryvinska, K Zub, O Mishchuk, T Lisovych Procedia Computer Science 160, 521-526, 2019 | 32 | 2019 |
| Sgd-based wiener polynomial approximation for missing data recovery in air pollution monitoring dataset I Izonin, M Greguš ml, R Tkachenko, M Logoyda, O Mishchuk, Y Kynash International Work-Conference on Artificial Neural Networks, 781-793, 2019 | 16 | 2019 |
| A non-iterative neural-like framework for missing data imputation R Tkachenko, O Mishchuk, I Izonin, N Kryvinska, R Stoliarchuk Procedia Computer Science 155, 319-326, 2019 | 14 | 2019 |
| Neural network with combined approximation of the surface of the response OS Mishchuk, PB Vitynskyi Research Bulletin of the National Technical University of Ukraine" Kyiv …, 2018 | 12 | 2018 |
| Development of the method of forecasting the atmospheric air pollution parameters based on error correction by neural-like structures of the model of successive geometric … O Mishchuk Technology audit and production reserves 6 (2 (50)), 26-30, 2019 | 3 | 2019 |
| One-step prediction of air pollution control parameters using neural-like structure based on geometric data transformations O Mishchuk, R Tkachenko 2019 XIth International Scientific and Practical Conference on Electronics …, 2019 | 3 | 2019 |
| The recommendation system for cyclists LvivBicycleMap V Teslyuk, V Shevchyk, T Teslyuk, O Mishchuk Procedia Computer Science 155, 105-112, 2019 | 3 | 2019 |
| The Accelerated Method of Filling Gaps in Data Using a Linear SGTM Neural-Like Structure O Mishchuk, R Tkachenko, V Pohrebennyk International Journal of Science and Engineering Investigations (IJSEI) 8 …, 2019 | 2 | 2019 |
| Методи оброблення та заповнення пропущених параметрів у даних екологічного моніторингу ОC Міщук, РО Ткаченко Науковий вісник НЛТУ України, 119-122, 2019 | 2 | 2019 |
| Нейронна мережа з комбінованою апроксимацією поверхні відгуку OS Mishchuk, PB Vitynskyi Research Bulletin of the National Technical University of Ukraine" Kyiv …, 2018 | 2 | 2018 |
| Expansion of Neural-like structures inputs using combined approximation O Mishchuk, R Tkachenko КОМП’ЮТЕРНІ ТА ІНФОРМАЦІЙНІ СИСТЕМИ І ТЕХНОЛОГІЇ, 2019 | 1 | 2019 |
Roman TkachenkoDr.Sc, Prof., Lviv Polytechnic National UniversityVerified email at lpnu.ua
