| Usage of convolutional neural network for multispectral image processing applied to the problem of detecting fire hazardous forest areas V Yaloveha, D Hlavcheva, A Podorozhniak Advanced Information Systems 3 (1), 116-120, 2019 | 33 | 2019 |
| Fire hazard research of forest areas based on the use of convolutional and capsule neural networks V Yaloveha, D Hlavcheva, A Podorozhniak, H Kuchuk 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering …, 2019 | 27 | 2019 |
| Comparison of CNNs for lung biopsy images classification D Hlavcheva, V Yaloveha, A Podorozhniak, H Kuchuk 2021 IEEE 3rd Ukraine Conference on Electrical and Computer Engineering …, 2021 | 26 | 2021 |
| Convolutional neural network hyperparameter optimization applied to land cover classification V Yaloveha, A Podorozhniak, H Kuchuk Radioelectronic and computer systems, 115-128, 2022 | 25 | 2022 |
| Application of Deep Learning in the Processing of the Aerospace System's Multispectral Images H Kuchuk, A Podorozhniak, D Hlavcheva, V Yaloveha Handbook of Research on Artificial Intelligence Applications in the Aviation …, 2020 | 17 | 2020 |
| Application of convolutional neural network for histopathological analysis D Hlavcheva, V Yaloveha, A Podorozhniak Національний технічний університет" Харківський політехнічний інститут", 2019 | 13 | 2019 |
| Spectral Indexes Evaluation for Satellite Images Classification using CNN V Yaloveha, D Hlavcheva, A Podorozhniak Journal of Information and Organizational Sciences 45 (2), 435-449, 2021 | 12 | 2021 |
| Performance comparison of CNNs on high-resolution multispectral dataset applied to land cover classification problem V Yaloveha, A Podorozhniak, H Kuchuk, N Garashchuk Radioelectronic and computer systems, 107-118, 2023 | 6 | 2023 |
| Capsule neural networks D Hlavcheva, V Yaloveha Control, Navigation and Communication Systems 5 (51), 132-135, 2018 | 6 | 2018 |
| Tumor nuclei detection in histopathology images using R–CNN D Hlavcheva, V Yaloveha, A Podorozhniak, H Kuchuk CEUR Workshop Proceedings, 63-74, 2020 | 5 | 2020 |
| CapsNet versus ConvNet DM Hlavcheva, VA Yaloveha Національний технічний університет" Харківський політехнічний інститут", 2018 | 3 | 2018 |
| Капсульні нейронні мережі ДМ Главчева, ВА Яловега Системи управління, навігації та зв'язку, 132-135, 2018 | 3 | 2018 |
| A comparison of classifiers applied to the problem of biopsy images analysis D Hlavcheva, V Yaloveha, A Podorozhniak, N Lukova-Chuiko Advanced Information Systems 4 (2), 12-16, 2020 | 2 | 2020 |
| Modern Applications of High-Resolution Multispectral EuroPlanet Dataset V Yaloveha, A Podorozhniak, H Kuchuk, T Orlova, V Noskov, V Gorbulik 2023 IEEE 4th KhPI Week on Advanced Technology (KhPIWeek), 1-5, 2023 | 1 | 2023 |
| Transfer learning technique applied to multispectral images classification problem V Yaloveha, A Podorozhniak Національний технічний університет" Харківський політехнічний інститут", 2023 | 1 | 2023 |
| Using of convolutional neural network for histopathology analysis D Hlavcheva, V Yaloveha, A Podorozhniak ТОВ" Планета-Прінт", 2021 | 1 | 2021 |
| Using of deep learning neural networks for biopsy images classification D Hlavcheva, V Yaloveha, A Podorozhniak Національний технічний університет" Харківський політехнічний інститут", 2021 | 1 | 2021 |
| Modern high-resolution satellite image processing overview V Yaloveha, D Hlavcheva, A Podorozhniak Петров ВВ, 2020 | 1 | 2020 |
| CNN hyperparameters optimization applied to eurosat dataset AA Podorozhniak, VA Yaloveha, DM Hlavcheva Тарасенко ВП, 2021 | | 2021 |
| Tumor Nuclei Detection in Histopathology Images Using D Hlavcheva, V Yaloveha, A Podorozhniak, H Kuchuk | | 2020 |
