Candidate of Physical and Mathematical Sciences, Associate Professor of the Department of Software Systems and Technologies.
Education higher
Volyn State University named after Lesya Ukrainka. Master of Mathematics.
Defended dissertations
Candidate: "Topological equivalence of pseudoharmonic functions" (01.01.04 — Geometry and topology).
Work experience
2007–2019 - National Aviation University (assistant, senior lecturer, associate professor).
Theses
More than 80 scientific works, including 1 monograph, 1 textbook, 25 articles in professional editions of Ukraine and abroad, 40 abstracts of reports at conferences. The Hirsch index in Google Scholar is 5. The Hirsch index in Scopus is 3.
Research interests
Topology of small-dimension manifolds, topological data analysis, machine learning algorithms.
Main monograph
- Polulyakh E., Yurchuk I. On the pseudo-harmonic functions defined on a disk. Proceedings of the Inst. Mat. of the National Academy of Sciences of Ukraine. K.: Inst. mat. NAS of Ukraine, 2009. Vol. 80. 151 p. (in English).
Selected publications in Scopus / Web of Science
- Yurchuk I., Kovdrya V., Bilyanska L. Segmentation of digital images of aerial photography. IEEE Conf. «Actual problems of unmanned aerial vehicles developments» (APUAVD 2019), Kyiv, pp. 258–261.
- Yurchuk I. Digital image segmentation based on the persistent homologies. Proc. 1st Int. Workshop on Information-Communication Technologies & Embedded Systems (ICTES 2019), Mykolaiv, pp. 226–232.
- Yurchuk I., Kutsenko M. An Intelligent System for Providing Recommendations on the Web Development Learning. Lecture Notes on Data Engineering and Communications Technologies, vol. 77, pp. 563–572.
- Yurchuk I., Gurnik O. Tongue twisters detection in Ukrainian by using TDA. CEUR Workshop Proceedings, 2023, vol. 3356, pp. 163–172.
- Yurchuk I., Boiko D. Extending Monolingual Asymmetric Semantic Search Models for Multilingual Query Processing using Knowledge Distillation // Proceedings of the Information Technology and Implementation (IT&I) Workshop: Intelligent Systems and Security (IT&I-WS 2024: ISS), Vol. 3933, 2024, pp. 1-10.
- Yurchuk I., Obertan D.-M. Geospatial Detection and Movement Analysis System for Unmanned Aerial Vehicles Based on Computer Vision Methods // International Journal of Information Technology and Computer Science (IJITCS), 2025, Vol.17 (No.4), pp.16-27.
- Yurchuk I., Semenchenko T. Vision-based UAV Detection Models for Small-Edge Devices // Proceedings of the International Workshop on Computational Intelligence (IWSCI 2025), Vol.4035, pp.81-90.
- Yurchuk I., Skyruta V. Redshift estimation on astronomy spectral data using CNN-based architecture with correction // Proceedings of the International Workshop on Computational Intelligence (IWSCI 2025), Vol.4035, pp.57-68.
Scientific and international activities
Actively participates in international conferences.