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Aliaksandr Kroshchanka

Observed names: A. A. Kroshchanka, A. Kroshchanka, Alexander Kroshchanka, Aliaksandr A. Kroshchanka, Aliaksandr Kroschanka, Kroshchanka, A., Kroshchanka, A. A., Kroshchanka, Aliaksandr
Observed institution: Brest State Technical University
ORCID: 0000-0003-3285-3545
Observed ORCID: 0000-0003-3285-3545
OpenAlex ID: A5082394450
Convolutional neural network based solar photovoltaic panel detection in satellite photos
2017 · Vladimir Golovko, Sergei Bezobrazov, et al. · IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) · 66
A Learning Technique for Deep Belief Neural Networks
2014 · Vladimir Golovko, Aliaksandr Kroshchanka, et al. · Communications in computer and information science · 29
Development of Solar Panels Detector
2018 · Vladimir Golovko, Alexander Kroshchanka, et al. · International Scientific-Practical Conference Problems of Infocommunications Science and Technology · 23
Integration of Artificial Neural Networks and Knowledge Bases
2018 · V. Golovko, V. Golenkov, et al. · Ontology of Designing · 23
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The nature of unsupervised learning in deep neural networks: A new understanding and novel approach
2016 · V. Golovko, A. Kroshchanka, et al. · Optical Memory and Neural Networks · 21
A new technique for restricted Boltzmann machine learning
2015 · Vladimir Golovko, Aliaksandr Kroshchanka, et al. · IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) · 15
Neuro-Symbolic Artificial Intelligence: Application for Control the Quality of Product Labeling
2020 · Vladimir Golovko, Aliaksandr Kroshchanka, et al. · Communications in computer and information science · 11
Deep Convolutional Neural Network for Detection of Solar Panels
2020 · Vladimir Golovko, Alexander Kroshchanka, et al. · Lecture notes on data engineering and communications technologies · 10
Deep Neural Networks: Selected Aspects of Learning and Application
2021 · V. A. Golovko, A. A. Kroshchanka, et al. · Pattern Recognition and Image Analysis · 8
A Neural-Symbolic Approach to Computer Vision
2022 · Aliaksandr Kroshchanka, Vladimir Golovko, et al. · Communications in computer and information science · 7
Adaptive Learning Rate for Unsupervised Learning of Deep Neural Networks
2023 · Vladimir Golovko, Egor Mikhno, et al. · International Joint Conference on Neural Networks (IJCNN) · 5
Neural Network Approach for Semantic Coding of Words
2019 · Vladimir Golovko, Alexander Kroshchanka, et al. · Advances in intelligent systems and computing · 5
Method for Reducing Neural-Network Models of Computer Vision
2022 · A. A. Kroshchanka, V. A. Golovko, et al. · Pattern Recognition and Image Analysis · 4
Unsupervised Pre-Training of Deep Neural Classifiers
2023 · Aliaksandr Kroshchanka, Vladimir Golovko, et al. · IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) · 3
The Reduction of Fully Connected Neural Network Parameters Using the Pre-training Technique
2021 · Aliaksandr Kroshchanka, Vladimir Golovko · IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) · 3
Brands and Caps Labeling Recognition in Images Using Deep Learning
2019 · Vladimir Golovko, Aliaksandr Kroshchanka, et al. · Communications in computer and information science · 3
An analytical approach for unsupervised learning rate estimation using rectified linear units
2024 · Chaoxiang Chen, Vladimir Golovko, et al. · Frontiers in Neuroscience · 2
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Theoretical Notes on Unsupervised Learning in Deep Neural Networks
2016 · Vladimir Golovko, Aliaksandr Kroshchanka · International Joint Conference on Computational Intelligence · 1
Managerial decision analysis using small language models
2026 · Ksenia V. Andrenko, Aliaksandr A. Kroshchanka, et al. · DOAJ (DOAJ: Directory of Open Access Journals)
Toward Finding Methods for Identifying Internal and External Defects in Potato Tubers
2026 · Peter Kazakievich, Dmitry Komlach, et al. · Smart innovation, systems and technologies
An Approach to Pruning the Structure of Convolutional Neural Networks without Loss of Generalization Ability
2024 · Chaoxiang Chen, Aliaksandr Kroshchanka, et al. · Pattern Recognition and Image Analysis
Implementation of an intelligent decision support system to accompany the manufacturing process
2020 · Vladimir Golovko, Aliaksandr Kroshchanka, et al.
Deep Convolutional Neural Network for Recognizing the Images of Text Documents.
2019 · Vladimir Golovko, Aliaksandr Kroshchanka, et al.
Принципы построения систем принятия решений на основе интеграции нейросетевых и семантических моделей
2019 · Golovko, V. A., Kroshchanka, A., et al. · Репозиторий БГУИР (BSUIR Repository)
Works count: 31
Citation count: 239
H-index: 8
I10-index: 8
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