Підписатись
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
3512017
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
382020
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
172022
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
162023
An ensemble machine learning approach for Twitter sentiment analysis
P Radiuk, O Pavlova, N Hrypynska
6th International Conference on Computational Linguistics and Intelligent …, 2022
162022
Heuristic Architecture Search Using Network Morphism for Chest X-Ray Classification
P Radiuk, H Kutucu
1st International Workshop on Intelligent Information Technologies & Systems …, 2020
162020
A Framework for Exploring and Modelling Neural Architecture Search Methods
P Radiuk, N Hrypynska
4th International Conference on Computational Linguistics and Intelligent …, 2020
162020
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
152023
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
152021
Intelligent integrated system for fruit detection using multi-UAV imaging and deep learning
O Melnychenko, L Scislo, O Savenko, A Sachenko, P Radiuk
Sensors 24 (6), 1913, 2024
142024
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
132022
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
13*2021
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
132021
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
Explainable Deep Learning: A Visual Analytics Approach with Transition Matrices
P Radiuk, O Barmak, E Manziuk, I Krak
Mathematics 12 (7), 1024, 2024
122024
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
82023
Myocardium Segmentation using Two-Step Deep Learning with Smoothed Masks by Gaussian Blur
V Slobodzian, P Radiuk, A Zingailo, O Barmak, I Krak
6th International Conference on Informatics & Data-Driven Medicine (IDDM …, 2024
62024
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
62020
ECG Arrhythmia Classification and Interpretation using Convolutional Networks for Intelligent IoT Healthcare System
O Kovalchuk, O Barmak, P Radiuk, I Krak
1st International Workshop on Intelligent & CyberPhysical Systems …, 2024
42024
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
42022
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