Aliaksandr Kroshchanka

According to our database, Aliaksandr Kroshchanka authored at least 7 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Unsupervised Pre-Training of Deep Neural Classifiers.

Aliaksandr Kroshchanka, Vladimir A. Golovko, Shi Peiwen, Zofia Lubanska

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

2021

The Reduction of Fully Connected Neural Network Parameters Using the Pre-training Technique.

Aliaksandr Kroshchanka, Vladimir A. Golovko

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

2019

Deep Convolutional Neural Network for Recognizing the Images of Text Documents.

Vladimir A. Golovko, Aliaksandr Kroshchanka, Egor Mikhno, Myroslav Komar, Anatoliy Sachenko, Sergei V. Bezobrazov, Inna Shylinska

Proceedings of the Modern Machine Learning Technologies, 2019

Neural Network Approach for Semantic Coding of Words.

Vladimir A. Golovko, Alexander Kroshchanka, Myroslav Komar, Anatoliy Sachenko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

2017

Convolutional neural network based solar photovoltaic panel detection in satellite photos.

Vladimir A. Golovko, Sergei V. Bezobrazov, Alexander Kroshchanka, Anatoliy Sachenko, Myroslav Komar, Andriy F. Karachka

Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

2016

Theoretical Notes on Unsupervised Learning in Deep Neural Networks.

Vladimir A. Golovko, Aliaksandr Kroshchanka

Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

2015

A new technique for restricted Boltzmann machine learning.

Vladimir A. Golovko, Aliaksandr Kroshchanka, Volodymyr Turchenko, Stanislaw Jankowski, Douglas Treadwell

Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015