Vladyslav Yaloveha

Convolutional neural network hyperparameter optimization applied to land cover classification

Vladyslav Yaloveha, Andrii Podorozhniak, Heorhii Kuchuk · RADIOELECTRONIC AND COMPUTER SYSTEMS · 2022 · 36 citations · Full text

Computing, Computer Science, Computer Vision +16

Comparison of CNNs for Lung Biopsy Images Classification

Daria Hlavcheva, Vladyslav Yaloveha, Andrii Podorozhniak et al. · 2021 IEEE 3rd Ukraine Conference on Electrical and Computer Engineering (UKRCON) · 2021 · 27 citations

Computing, Biomedical Engineering, Computer Science +16

Fire Hazard Research of Forest Areas based on the use of Convolutional and Capsule Neural Networks

Vladyslav Yaloveha, Daria Hlavcheva, Andrii Podorozhniak et al. · 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON) · 2019 · 22 citations

Computing, Computer Science, Forestry +17

USAGE OF CONVOLUTIONAL NEURAL NETWORK FOR MULTISPECTRAL IMAGE PROCESSING APPLIED TO THE PROBLEM OF DETECTING FIRE HAZARDOUS FOREST AREAS

Vladyslav Yaloveha, Daria Hlavcheva, Andrii Podorozhniak · Advanced Information Systems · 2019 · 18 citations · Full text

Natural Sciences, Earth Sciences, Forestry +17

Spectral Indexes Evaluation for Satellite Images Classification using CNN

Vladyslav Yaloveha, Daria Hlavcheva, Andrii Podorozhniak · Journal of information and organizational sciences · 2021 · 15 citations · Full text

Computing, Computer Science, Earth Sciences +17