Volkova Nataliia Pavlivna

Кандидат технічних наук, доцент

volkova.n.p@op.edu.ua

ЄДЕБО ID:

4497789

Scientometric identifiers

ORCID: 0000-0003-3175-2179

Web of Science ResearcherID: 36104775700

Job

Head of Department

Department of Applied Mathematics and Information Technologies

Docent

Software Engineering Department

Indexing in scientometric databases

Higher Education

Кандидат наук - 05.13.23 Системи та зособи штучного інтелекту

Спеціаліст - 01.02.00 Механіка

Магістр - Механіка

Degree

Кандидат технічних наук

Academic status

Associated professor

Major scientific publications

Статті

Development of a mobile decision support system based on the smart method for android platform / D. Horpenko, N. Volkova, M. Polyakova, V. Krylov // Eastern-European Journal of Enterprise Technologies. - 2019. - Vol 3, Iss. 2 (99). - P. 6-14.

Segmentation and identification of spectral and statistical textures for computer medical diagnostics in dermatology / Liu Xinlin, V. Krylov, Jun Su, N. Volkova, A. Sachenko, G. Shcherbakova, Woloszyn Jacek // Mathematical Biosciences and Engineering. - 2022. - Vol. 19, Iss. 7. - P. 6923-6939.

Volkova N. P., Ishenko A. V. Texture segmentation method for computer-assisted dermatologic diagnostic system // Herald of Advanced Information Technology. 2022. Vol. 5, N 4. P. 287–296.

Haar Wavelet-Based Classification Method for Visual Information Processing Systems / Wang Huan, G. Shcherbakova, A. Sachenko, Lingyu Yan, N. Volkova, B. Rusyn, Agnieszka Molga // Applied Sciences (Switzerland). - 2023. - Vol. 13, Iss. 9. - Article number 5515.

Юхименко Б. І., Волкова Н. П., Козіна Ю. Ю. Комбіновані алгоритми визначення початкового рішення задач дискретної оптимізації // Інформатика та мат. методи в молелюванні = Іnformatics and Mathematical Methods in Simulation. 2023. Т. 13, № 1-2. P. 162-172.

Методика рішення задач із захисту інформації / В. В. Білозерський, О. Ю. Лебедєва, Н. П. Волкова, В. О. Назаров // Informatics and Mathematical Methods in Simulation. - 2023. - Vol.13, N 3-4. - P. 236-242.

Wavelet Transform Cluster Analysis of UAV Images for Sustainable Development of Smart Regions Due to Inspecting Transport Infrastructure / Zheng Yanyan, G. Shcherbakova, B. Rusyn, A. Sachenko, N. Volkova, I. Kliushnikov, S. Antoshchuk // Sustainability. - 2025. - Vol. 17, N 3, 927. - P. 1-27.

Volkova N., Shvandt M. Segmentation-based approach for object detection // Proceedings of Odesa Polytechnic University = Пр. Одес. політехн. ун-ту. Odesa, 2025. Iss. 1 (71). P. 145–156.

Volkova N., Shvandt M. Modification of the Mask R-CNN architecture for image detection and segmentation // Informatics and Mathematical Methods in Simulation = Інформатика та мат. методи в моделюванні. Odesa, 2025. Vol. 15, N 4. P. 496–506.

Volkova N. P., Shvandt M. A. Unsupervised re-identification architecture based on segmented tracklets for animal behavior analysis // Herald of Advanced Information Technology. 2025. Vol. 8, N 4. P. 476–487.

Конференції

Kozina, Yu. Mobile decision support system to take into account qualitative estimation by the criteria / Yu. Kozina, N. Volkova, D. Horpenko // IEEE Third International Conference on Data Stream Mining and Processing (DSMP), Lviv, 21-25 august 2020. - 2020. - P. 357-361.

Kozina, Yu. Mobile Application for Decision Support in Multi-Criteria Problems / Yu. Kozina, N. Volkova, D. Horpenko // IEEE Second International Conference on Data Stream Mining and Processing (DSMP), Lviv, 21-25 august 2018. - 2018 - P. 56-59.

A Combined Approach for Determining Tool Cutting Part States Using Machine Learning Models / O. Derevianchenko, O. Fomin, N. Volkova, O. Tataryn, I. Karabegovich // Advanced Manufacturing Processes (InterPartner-2024) : selected papers from the 6th Grabchenko’s International conference, Odesa, Ukraine, september 10–13 2024. – 2024. – P. 154–165. – [Lecture Notes in Mechanical Engineering (LNME)].

Improvement of the Quality of Wear Zones for Cutting Tools Textures Classes Recognition Based on Convolutional Models / O. Fomin, O. Derevianchenko, N. Volkova, N. Skrypnyk // Advances in Design, Simulation and Manufacturing VI : proceedings of the 6th International conference, High Tatras, Slovak Republic, june 6–9 2023. – 2023. – Vol. 1 : Manufacturing Engineering. – P. 216–225. - [Lecture Notes in Mechanical Engineering (LNME)].

Shcherbakova G., Antoshchuk S., Sachenko A., Volkova N., Rusyn B., Pikiewicz P., Rippa S. Increasing the Accuracy of Determining RR Intervals of ECG Using Wavelet Transform // IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Dortmund, Germany, 07-09 September 2023. 2023. P. 1219-1222.

Volkova N., Shvandt M. Image preprocessing algorithm for object detection & tracking // Information Control Systems and Technologies (ICST-ODESA 2024) : materials of the XII International Scientific-Practical Conference, september 23–25 2024. Odesa, 2024. P. 194–197.

Shvandt M., Volkova N. Extended background subtraction algorithm for object detection & tracking // Project, Program, Portfolio Management. P3M-2024 : the proceedings of the ninth International scientific and practical conference, Odesa, Ukraine, 06–07 december 2024. – 2024. – Book 1. – P. 73–76.

Volkova N., Shvandt M. Segmentation-based extension for object detection // Modern Information Technology 2025 = Сучасні інформ. технології 2025 : матеріали п’ятнадцятої Міжнарод. наук. конф. студентів та молодих учених, м. Одеса, 15–16 травня 2025 р. / Нац. ун-т «Одес. політехніка». Одеса, 2025. С. 86-88.

Volkova N., Shvandt M. Object detection network architecture for multichannel images // Information Control Systems and Technologies (ICST-ODESA 2025) : materials of the XIII International Scientific-Practical Conference, Odesa, september 24–26 2025. 2025. P. 166–169.

Volkova N. Р., Shvandt M. А. Improved approach to label-free identification using segmented tracklets for object behavior analysis // Інформатика. Культура. Техніка = Informatics. Culture. Technique : наук. журн. 2025. Т. 2 : ХІ Міжнарод. наук.-практ. конф., Одеса, Україна, 16-17 жовтня 2025. С. 279–282.

Volkova Nataliia Pavlivna

Статті

Конференції

Дисципліни які викладає