Галчонков Олег Миколайович

Кандидат технічних наук, доцент
galchonkov@op.edu.ua
ЄДЕБО ID: 
4497822
Scientometric identifiers
ORCID: 0000-0001-5468-7299
Web of Science ResearcherID: 56081377900
Job 
Старший науковий співробітник
Docent
Department of Information Systems
Indexing in scientometric databases
Google Академія
ORCID
Publons
Higher Education 

Кандидат наук - 05.12.21 Радіотехнічні системи спеціального призначення

Спеціаліст - Радіотехніка

Degree 

Кандидат технічних наук

Academic status 

Associated professor

Major scientific publications 
Статті

Exploring the efficiency of the combined application of connection pruning and source data pre-processing when training a multilayer perceptron / O. Galchonkov, A. Nevrev, M. Glavа, M. Babych // Eastern-European Journal of Enterprise Technologies. – 2020. – Vol. 2, N 9 (104) : Information and controlling system. – P. 6–13.

Exploring the efficiency of the combined application of connection pruning and source data pre-processing when training a multilayer perceptron / O. Galchonkov, A. Nevrev, M. Glavа, M. Babych // Eastern-European Journal of Enterprise Technologies. – 2020. – Vol. 2, N 9 (104) : Information and controlling system. – P. 6–13.

Improving the quality of object classifi-cation in images by ensemble classifiers with stacking / О. Galchonkov, О. Baranov, М. Babych, V. Kuvaieva, Y. Babych // Eastern-European Journal of Enterprise Technologies, 3/9 (123), р. 70–77.

The use of genetic algorithm for music harmonization of transitional fragments in computer games / O. Komarow, O. Galchonkov, A. Nevrev, O. Babilunga // International Journal of Computing. - 2020. - 19(3). – P. 365–376.

Reducing the volume of computations when building analogs of neural networks for the first stage of an ensemble classifier with stacking / O. Galchonkov, O. Baranov, P. Chervonenko, O. Babilunga // Eastern-European Journal of Enterprise Technologies. – 2024. – 2/9 (128). – P. 27–35.

Development of a neural network with a layer of trainable activation functions for the second stage of the ensemble classifier with stacking / O. Galchonkov, O. Baranov, S. Antoshchuk, O. Maslov, M. Babych // Eastern-European Journal of Enterprise. - 2024. - 5/9 (131). - P. 3-13.

Improving the quality of object classification in images by ensemble classifiers with stacking / O. Galchonkov, O. Baranov, M. Babych, V. Kuvaieva, Yu. Babych // Eastern-European Journal of Enterprise Technologies. – 2023. – 3/ 9 (123). – P. 70–77.

Using a neural network in the second stage of the ensemble classifier to improve the quality of classification of objects in images / O. Galchonkov, M. Babych, A. Zasidko, S. Poberezhnyi // Eastern-European Journal of Enterprise Technologies. – 2022. – 3/9 (117). – P. 15–21.

Determination of the influence of the choice of the pruning procedure parameters on the learning quality of a multilayer perceptron / O. Galchonkov, A. Nevrev, B. Shevchuk, N. Baranov // Eastern-European Journal of Enterprise Technologies. – 2022. – 1/9 (115). – Р. 75–83.

Reducing the volume of computations when building analogs of neural networks for the first stage of an ensemble classifier with stacking / O. Galchonkov, O. Baranov, P. Chervonenko, O. Babilunga // Eastern-Euro-pean Journal of Enterprise Technologies. – 2024. – 2/9 (128). – P. 27–35.

Semantic text splitting method development for rag systems with controlled threshold and sliding window size / O. Galchonkov, O. Horchynsky, S. Antoshchuk, V. Nareznoy // Eastern European Journal of Enterprise Technologies. – 2025. – 2/2 (134). – P. 47–57.

MLP-K AN: implementation of the Kolmogorov-Arnold layer in a multilayer perceptron / O. Galchonkov, O. Baranov, O. Maslov, M. Babych, Il. Baskov // Eastern-European Journal of Enterprise Technologis. - 2025. - 3/4 (135). - P. 34-41.

Reducing the amount of computations at the second stage of an ensemble classifier with stacking on mine-detection drones / O. N. Galchonkov, A. M. Baranov, I. O. Baskov // Applied Aspects of Information Technology. - 2024. - Vol. 7, № 4. - Р. 370-377.

Galchonkov O., Baranov O., Chervonenko P., Babilunga O. Reducing the volume of computations when building analogs of neural networks for the first stage of an ensemble classifier with stacking // Eastern-European Journal of Enterprise Technologies. 2024. 2/9 (128). P. 27–35.

Galchonkov O. N., Babych M. I., Plachynda A. V., Mayorova A. R. Reducing cloud infrastructure costs through task management // Reducing cloud infrastructure costs through task management. 2021. Vol. 4, N 4. P. 366–376.

Galchonkov O. M., Baranov A. M., Baskov I. O. Improving the quality of mine detection by a mine-detecting drone by selecting an architecture for classifying objects in visible-light camera images // Applied Aspects ofInformation Technology. 2026. Vol. 9, N 1. Р. 9–24.

Shunin O., Maslov O., Galchonkov, O. Building a basic drone equipment set for conducting research to detect anomalies in soil // International Science Journal of Engineering & Agriculture. 2025. Vol. 4, N 5. Р. 13-26.

Конференції

Using Stacked Ensemble Classifiers to Speed Up Object Recognition in Images for Mine Detection Drones / O. Galchonkov, O. Baranov, S. Antoshchuk, O. Maslov, O. Babilunga, O. Shunin // IEEE 7th International Conference on Actual Problems of Unmanned Aerial Vehicles Development (APUAVD). - Kyiv, Ukraine, 22-24 Oct. 2024. - Р. 262-265.

Дисципліни які викладає

Проєктування інформаційних систем 2022
Проєктування інформаційних систем 2022
Технології комп'ютерного проєктування 2022
Безпілотне керування транспортним засобом 2020
Методологія створення сервіс орієнтованої архітектури ІС 2020