Galyna Shcherbakova

Odesа Polytechnic National University, Ukraine
Doctor of Technical Sciences, Professor
Department of Electronic Apparatus & Information Technology

Scopus profile: link
Researcher ID: DQH-8316-2022
Google Scholar profile: link
ID ORCID: https://orcid.org/0000-0002-9884-6201

Selected Publications:

  1. Zheng, Y., Shcherbakova, G., Rusyn, B., Sachenko, A., Volkova, N., Kliushnikov, I., Antoshchuk, S. (2025). Wavelet Transform Cluster Analysis of UAV Images for Sustainable Development of Smart Regions Due to Inspecting Transport Infrastructure. Sustainability, 17 (3), 927. https://doi.org/10.3390/su17030927 

  2. Shcherbakova, G., Antoshchuk, S., Koshutina, D., Sakhno, K. (2024). Adaptive Clustering for Distribution Parameter Estimation in Technical Diagnostics. Proceedings of International Conference on Applied Innovation in IT, 12 (1). Available at: https://icaiit.org/paper.php?paper=12th_ICAIIT_1/2_8

  3. Antoshchuk, S., Shcherbakova, G., Kondratyev, S., Koshutina, D., Usov, O. (2024). Wavelet transform based optimization method for Three-Dimensional computer vision. Information Control Systems & Technologies 2024. Available at: https://ceur-ws.org/Vol-3790/paper41.pdf

  4. Shcherbakova, G., Antoshchuk, S., Sachenko, A., Volkova, N., Rusyn, B., Rippa, S. (2023). Increasing the Accuracy of Determining RR Intervals of ECG using Wavelet Transform. The 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications. Dortmund.

  5. Huan, W., Shcherbakova, G., Sachenko, A., Yan, L., Volkova, N., Rusyn, B., Molga, A. (2023). Haar Wavelet-Based Classification Method for Visual Information Processing Systems. Applied Sciences, 13 (9), 5515. https://doi.org/10.3390/app13095515 

  6. Liu, X., Krylov, V., Jun, S., Volkova, N., Sachenko, A., Shcherbakova, G., Woloszyn, J. (2022). Segmentation and identification of spectral and statistical textures for computer medical diagnostics in dermatology. Mathematical Biosciences and Engineering, 19 (7), 6923–6939. https://doi.org/10.3934/mbe.2022326 

  7. Shcherbakova, G., Krylov, V., Qianqi, W., Rusyn, B., Sachenko, A., Bykovyy, P. et. al. (2021). Optimization Methods on the Wavelet Transformation Base for Technical Diagnostic Information Systems. 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS).  https://doi.org/10.1109/idaacs53288.2021.9660927