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Pavlo Radiuk / Павло М. Радюк
Pavlo Radiuk / Павло М. Радюк
Khmelnytskyi National University, Ukraine / Хмельницький національний університет, Україна
Підтверджена електронна адреса в khmnu.edu.ua - Домашня сторінка
Назва
Посилання
Посилання
Рік
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
2752017
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
292020
A Framework for Exploring and Modelling Neural Architecture Search Methods
P Radiuk, N Hrypynska
4th International Conference on Computational Linguistics and Intelligent …, 2020
152020
Heuristic Architecture Search Using Network Morphism for Chest X-Ray Classification
P Radiuk, H Kutucu
1st International Workshop on Intelligent Information Technologies & Systems …, 2020
142020
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
132020
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
10*2021
An ensemble machine learning approach for Twitter sentiment analysis
P Radiuk, O Pavlova, N Hrypynska
The 6th International Conference on Computational Linguistics and …, 2022
92022
Convolutional neural network for parking slots detection
P Radiuk, O Pavlova, H El Bouhissi, V Avsiyevych, V Kovalenko
The 3rd International Workshop on Intelligent Information Technologies …, 2022
92022
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
82021
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
72023
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
52021
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
42023
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
42020
Аналітичний огляд архітектур згорткових нейронних мереж у задачах аналізу медичних зображень
ПМ Радюк
Science, Engineering and Technology: Global and Current Trends : proceedings …, 2019
32019
Human-in-the-loop approach based on MRI and ECG for healthcare diagnosis
PM Radiuk, O Kovalchuk, V Slobodzian, B Oleksander, I Krak, ...
22022
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
22018
Apple Detection with Occlusions Using Modified YOLOv5-v1
O Melnychenko, O Savenko, P Radiuk
2023 IEEE 12th International Conference on Intelligent Data Acquisition and …, 2023
12023
A novel feature vector for ECG classification using deep learning
O Kovalchuk, P Radiuk, O Barmak, S Petrovskyi, I Krak
The 4th International Workshop on Intelligent Information Technologies …, 2023
12023
Semantic alignment of ontologies meaningful categories with the generalization of descriptive structures
EA Manziuk, OV Barmak, IV Krak, OA Pasichnyk, PM Radiuk, ...
Problems in programming 3 (4), 355-363, 2023
12023
Method of facial geometric feature representation for information security systems
O Kalyta, K Iurii, O Barmak, W Wojcik, P Radiuk
The 3rd International Workshop on Intelligent Information Technologies …, 2022
12022
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