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Oleg N. Galchonkov

Observed names: Galchonkov, Oleg, O. Galchonkov, O. N. Galchonkov, Oleg Galchonkov, Oleg M. Galchonkov
ORCID: 0000-0001-5468-7299
Observed ORCID: 0000-0001-5468-7299
OpenAlex ID: A5022986097
Using a neural network in the second stage of the ensemble classifier to improve the quality of classification of objects in images
2022 · Oleg Galchonkov, Mykola Babych, et al. · Eastern-European Journal of Enterprise Technologies · 9
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Exploring the efficiency of the combined application of connection pruning and source data preprocessing when training a multilayer perceptron
2020 · Oleg Galchonkov, Alexander Nevrev, et al. · Eastern-European Journal of Enterprise Technologies · 5
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The research of possibilities for fast calculation of median consensus rankings
2018 · Viktor Boltenkov, Varvara Kuvaieva, et al. · Eastern-European Journal of Enterprise Technologies · 5
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Semantic text splitting method development for rag systems with controlled threshold and sliding window size
2025 · Oleg Galchonkov, Oleksii Horchynskyi, et al. · Eastern-European Journal of Enterprise Technologies · 3
Improving the quality of object classification in images by ensemble classifiers with stacking
2023 · Oleg Galchonkov, Oleksii Baranov, et al. · Eastern-European Journal of Enterprise Technologies · 2
Determination of the influence of the choice of the pruning procedure parameters on the learning quality of a multilayer perceptron
2022 · Oleg Galchonkov, Alexander Nevrev, et al. · Eastern-European Journal of Enterprise Technologies · 2
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Reducing cloud infrastructure costs through task management
2021 · Oleg N. Galchonkov, Mykola I. Babych, et al. · Applied Aspects of Information Technology · 2
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Consonant Chord Model of Musical Compositions for Harmonizing Melodies by a Genetic Algorithm
2018 · O. Komarov, O. Galchonkov, et al. · Odes’kyi Politechnichnyi Universytet Pratsi · 2
Improving the quality of mine detection by a mine-detecting drone by selecting an architecture for classifying objects in visible-light camera images
2026 · Oleg M. Galchonkov, Alexey M. Baranov, et al. · Applied Aspects of Information Technology · 1
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Building a basic drone equipment set for conducting research to detect anomalies in soil
2025 · Oleksandr Shunin, Oleh Maslov, et al. · International Science Journal of Engineering & Agriculture · 1
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Development of a neural network with a layer of trainable activation functions for the second stage of the ensemble classifier with stacking
2024 · Oleg Galchonkov, Oleksii Baranov, et al. · Eastern-European Journal of Enterprise Technologies · 1
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Using Stacked Ensemble Classifiers to Speed Up Object Recognition in Images for Mine Detection Drones
2024 · Oleg Galchonkov, Oleksii Baranov, et al. · IEEE International Conference Actual Problems of Unmanned Aerial Vehicles Developments (APUAVD) · 1
The Use of a Genetic Algorithm for Music Harmonization of Transitional Fragments in Computer Games
2020 · Oleksandr Komarov, Oleg Galchonkov, et al. · International Journal of Computing · 1
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An algebraic method for calculating PageRank
2018 · Vladislav Vlasyuk, Oleg Galchonkov, et al. · Eastern-European Journal of Enterprise Technologies · 1
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Real problem-based learning: specific features of the training method for creation of modern industrial control systems (based on the experience of the european universities participating in TEMPUS MEDIS)
2016 · Oleg Galchonkov, Alexander Nevrev, et al. · ScienceRise · 1
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CCT-M: improving the classification performance of compact convolutional transformer via additional visual feature aggregation
2026 · Oleg Galchonkov, Illia Baskov, et al. · Eastern-European Journal of Enterprise Technologies
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Information Support for Remote Monitoring of Soil Contamination in Post-War Territories
2026 · Antoshchuk, Svetlana, Drozd, Myroslav, et al. · Zenodo (CERN European Organization for Nuclear Research)
Building a Stacked Ensemble Object Classifier on Images Using the Base CCT Classifier and its Clones
2025 · Oleg Galchonkov, Oleksii Baranov, et al. · IEEE International Conference on Methods and Systems of Navigation and Motion Control (MSNMC)
MLP-KAN: implementation of the Kolmogorov-Arnold layer in a multilayer perceptron
2025 · Oleg Galchonkov, Oleksii Baranov, et al. · Eastern-European Journal of Enterprise Technologies
Reducing the amount of computations at the second stage of an ensemble classifier with stacking on mine-detection drones
2024 · Oleg N. Galchonkov, Alexey M. Baranov, et al. · Applied Aspects of Information Technology
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A digital twin of a landmine detector drone based on the prompt gamma neutron activation analysis method.
2024 · Maslov, Oleh, Antoshchuk, Svetlana, et al. · Zenodo (CERN European Organization for Nuclear Research)
Reducing the volume of computations when building analogs of neural networks for the first stage of an ensemble classifier with stacking
2024 · Oleg Galchonkov, Oleksii Baranov, et al. · Eastern-European Journal of Enterprise Technologies
Исследование Возможностей Быстрого Вычисления Медианных Консенсусных Ранжирований
2018 · Viktor Boltenkov, Varvara Kuvaieva, et al. · Восточно-Европейский журнал передовых технологий
The Robust Control System for Skid Elimination in Dynamic Road Environments
2016 · Oleg M. Galchonkov, Daria V. Putilina, et al. · ELECTRICAL AND COMPUTER SYSTEMS
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Enhanced functions of teacher during the problem-based learning evolution (based on the experience of the European universities participating in the Tempus Medis project)
2016 · Oleg Galchonkov, Alexander Nevrev, et al. · ScienceRise
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Works count: 26
Citation count: 37
H-index: 3
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