On January 22, 2025, a meeting of the members of the editorial board and editorial board of the journals “Applied Aspects of Information Technology” and “Herald of Advanced Information Technology” was held (Read more)

Neural network technologies and machine learning methods

 

Neural network technologies and machine learning methods

 

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Vol. 7 № 4 2024

370-377

Reducing the amount of computations at the second stage of an ensemble classifier with stacking on mine-detection drones

  • Oleg N. Galchonkov
  • Alexey M. Baranov
  • Illia O. Baskov

Vol. 7 № 1 2024

69–80

Xception transfer learning with early stopping for facial age estimation

  • Marina V. Polyakova
  • VladyslavV. Rogachko
  • Oleksandr H. Nesteriuk
  • Natalia A. Huliaieva

Vol. 6 № 4 2023

431–442

Machine learning for human biological age estimation based on clinical blood analysis

  • Volodymyr H. Slipchenko
  • Liubov H. Poliahushko
  • Vladyslav V. Shatylo
  • Volodymyr I. Rudyk

Vol. 6 № 4 2023

418–430

Music emotion classification using a hybrid CNN-LSTM model

  • Vitaliy Yakovyna
  • Valentyn V. Korniienko

Vol. 6 № 3 2023

286–303

Efficient face detection and replacement in the creation of simple fake videos

  • Oleksii I. Sheremet
  • Oleksandr V. Sadovoi
  • Denys V. Harshanov
  • Oleh S. Kovalchuk
  • Kateryna S. Sheremet
  • Yuliia V. Sokhina

Vol. 6 № 2 2023

201–212

A survey on deep learning based face detection

  • Tran The Vinh Tran
  • Nguyen Thi Khanh Tien
  • Tran Kim Thanh

Vol. 4 № 3 2021

250–260

Comparison of generative adversarial networks architectures for biomedical images synthesis

  • Oleh M. Berezsky
  • Petro B. Liashchynskyi

Vol. 4 № 2 2021

192–201

Deep learning technology of convolutional neural networks for facial expression recognition

  • Denys V. Petrosiuk
  • Olena O. Arsirii
  • Oksana Y. Babilunha
  • Anatoly A. Nikolenko

Vol. 4 № 1 2021

71-79

Neural network methods for planar image analysis in automated screening systems

  • Borys I. Tymchenko

Vol. 3 № 4 2020

276–287

Application of machine learning models in enrollment and student training at vietnamese universities

  • Tran Kim Thanh
  • The Vinh Tran
  • Tran Manh Tuong
  • Vu Anh Linh Duy

Vol. 3 № 3 2020

179–190

Automated student attendance monitoring system in classroom based on convolutional neural networks

  • Quoc Tuan Le
  • Svetlana G. Antoshchuk
  • Thi Khanh Tien Nguyen
  • The Vinh Tran
  • Nhan Cach Dang