Impact of Training Set Batch Size on the Performance of Convolutional Neural Networks for Diverse Datasets PM Radiuk Information Technology and Management Science 20 (1), 20-24, 2017 | 284 | 2017 |
Applying 3D U-Net Architecture to the Task of Multi-Organ Segmentation in Computed Tomography P Radiuk Applied Computer Systems 25 (1), 43-50, 2020 | 33 | 2020 |
A Framework for Exploring and Modelling Neural Architecture Search Methods P Radiuk, N Hrypynska 4th International Conference on Computational Linguistics and Intelligent …, 2020 | 18 | 2020 |
Web-based information technology for classifying and interpreting early pneumonia based on fine-tuned convolutional neural network P Radiuk, O Barmak Computer systems and information technologies 3 (1), 12-18, 2021 | 15* | 2021 |
Heuristic Architecture Search Using Network Morphism for Chest X-Ray Classification P Radiuk, H Kutucu 1st International Workshop on Intelligent Information Technologies & Systems …, 2020 | 15 | 2020 |
Information Technology for Early Diagnosis of Pneumonia on Individual Radiographs I Krak, O Barmak, P Radiuk 3rd International Conference on Informatics & Data-Driven Medicine (IDDM …, 2020 | 14 | 2020 |
Convolutional neural network for parking slots detection P Radiuk, O Pavlova, H El Bouhissi, V Avsiyevych, V Kovalenko 3rd International Workshop on Intelligent Information Technologies & Systems …, 2022 | 12 | 2022 |
Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions I Krak, O Barmak, P Radiuk 2nd International Workshop on Intelligent Information Technologies & Systems …, 2021 | 12 | 2021 |
An ensemble machine learning approach for Twitter sentiment analysis P Radiuk, O Pavlova, N Hrypynska 6th International Conference on Computational Linguistics and Intelligent …, 2022 | 10 | 2022 |
An Approach to Early Diagnosis of Pneumonia on Individual Radiographs Based on the CNN Information Technology P Radiuk, O Barmak, I Krak The Open Bioinformatics Journal 14 (1), 93-107, 2021 | 9 | 2021 |
Analysis of deep learning methods in adaptation to the small data problem solving I Krak, V Kuznetsov, S Kondratiuk, L Azarova, O Barmak, P Radiuk International Scientific Conference “Intellectual Systems of Decision Making …, 2023 | 8 | 2023 |
Facial Emotion Recognition for Photo and Video Surveillance Based on Machine Learning and Visual Analytics O Kalyta, O Barmak, P Radiuk, I Krak Applied Sciences 13 (17), 9890, 2023 | 5 | 2023 |
Human-in-the-loop approach based on MRI and ECG for healthcare diagnosis P Radiuk, O Kovalchuk, V Slobodzian, E Manziuk, O Barmak, I Krak 5th International Conference on Informatics & Data-Driven Medicine 3302, 9-20, 2022 | 5 | 2022 |
Application of a genetic algorithm to search for the optimal convolutional neural network architecture with weight distribution PM Radiuk Herald of Khmelnytskyi National University. Technical sciences 281 (1), 7-11, 2020 | 5 | 2020 |
Аналітичний огляд архітектур згорткових нейронних мереж у задачах аналізу медичних зображень ПМ Радюк Science, Engineering and Technology: Global and Current Trends : proceedings …, 2019 | 5 | 2019 |
Information system for public places and institutions visualization with opportunities of inclusive access and optimal routing O Pavlova, P Radiuk, S Kravchuk, V Kulbachnyi Computer systems and information technologies 1 (6), 62-68, 2022 | 3 | 2022 |
Neuroevolution of convolutional neural networks for the classification of lung cancer images PM Radiuk Herald of Khmelnytskyi National University. Technical sciences 267 (6(2 …, 2018 | 3 | 2018 |
A novel feature vector for ECG classification using deep learning O Kovalchuk, P Radiuk, O Barmak, S Petrovskyi, I Krak 4th International Workshop on Intelligent Information Technologies & Systems …, 2023 | 2 | 2023 |
Информационная технология ранней диагностики пневмонии с использованием сверточных нейронных сетей ПМ Радюк, АВ Бармак, ЮВ Крак Международный научно-технический журнал «Проблемы управления и информатики …, 2021 | 2 | 2021 |
Modular search space for automated design of neural architecture P Radiuk Proceedings of the O.S. Popov ОNAT 1 (1), 37-44, 2020 | 2 | 2020 |