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Vol. 9 № 2 2026

172-184

Metrical loss functions for image segmentation based on convolutional neural networks

• Andrii R. Kovtunenko
• Sergii V. Mashtalir

Vol. 9 № 2 2026

158–171

Rational data sampling for surrogate modeling of the stress-strain state of plate elements

• Roman L. Onatskyi
• Seghii Yu. Misiura

Vol. 9 № 1 2026

51–61

Specialized recurrent U-Net architecture for immunohistochemistry image segmentation

• Oleh Y. Pitsun
• Oleh M. Berezsky

Vol. 9 № 1 2026

37–50

A fragment-based spatial-temporal video analysis method for detecting anomalous violent events

• Tetiana V. Normatova
• Sergii V. Mashtalir

Vol. 9 № 1 2026

9–24

Improving the quality of mine detection by a mine-detecting drone by selecting an architecture for classifying objects in visible-light camera images

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

Vol. 8 № 4 2025

386–396

Research on the impact of optimization algorithms on the accuracy of YOLOv11 neural networks

• Serhii M. Kovbasa
• Anton O. Holosha

Vol. 8 № 1 2025

48–61

Hybrid detection of fuzzy duplicate texts: сosine similarity and transformers

• Tetiana M. Zabolotnia
• Nazarii V. Kozynets

Vol. 8 № 1 2025

38–47

Using complex-valued neural networks for aircraft identification

• Serhii O. Korzhov
• Valentyn S. Yesilevkyi

Vol. 8 № 1 2025

24–37

Development of a combined model for analyzing gas mixtures using machine learning methods

• Yurii Yu. Bilak

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