Natalya Lubchenko


Position: Associate Professor

Degree: PhD

Title: Associate Professor

Contacts: Nataliia.Liubchenko@khpi.edu.ua, Educational building №2, room 515

Professional and academic experience

  • 2023 – present time Associate Professor of the Department of System Analysis and Information and Analytical Technologies of the National Technical University “Kharkiv Polytechnic Institute”.
  • 2008 – 2023 – Associate Professor of the Department of Informatics and Intellectual Property of the National Technical University “Kharkiv Polytechnic Institute”.
  • 2005 – 2008 – programmer of the 1st category of the department of computer support of the educational process of the information and computing center of Kharkiv Air Force University named after Ivan Kozhedub
  • 1997 – 2005 – researcher of the research department of the information and computing center of the Kharkiv Military University
  • 1986 – 1997 – engineer of the Kharkiv Higher Military Command and Engineering College of the Missile Forces

Education

Scientific interests

  • Parallel and cloud computing systems
  • Processing of large volumes of data
  • Functional and object-oriented software of decision support systems

Teaching disciplines

Professional achievements and membership

  • Published more than 100 scientific and educational-methodological works
  • Participation in the project of the German Academic Exchange Service DAAD and the Wildau Technical University of Applied Sciences as part of the Wildau-Kharkiv IT Bridge (WKITB) project of the DAAD program “Digital Ukraine: Ensuring Academic Success in Crisis” in 2022 – Certificate 57653041021 and 2023, Certificate 57653041127
  • Management of a student who won a prize. The work “LICENSE PLATE RECOGNITION SYSTEM BASED ON MASK R-CNN” took third place (certificate of the 3rd degree) at the “Black Sea Science 2023” international competition of student scientific works in the field of “Information technologies, automation and robotics” – student of NNI KNIT D.P. Onishchenko Certificate no. BSS-2023.3.54 (2023)
  • Member of the Public Organization “Ukrainian Scientific and Educational IT Society”, Ukraine, certificate No. 20-00065FS dated 09/10/2020

Published works

Textbooks, study guides, monographs

Papers

  • Lyubchenko N.Yu. Intelligent system for recognizing motor vehicle numbers / A.O. Podorozhnyak, N.Yu. Lyubchenko, D.P. Onishchenko // I International Science Conference on Multidisciplinary Research, January 19 – 21, 2021, Berlin, Germany. – R. 1062-1066. https://doi.org/10.46299/ISG.2021.I.I https://repository.kpi.kharkov .ua/server/api/core/bitstreams/f4f1b5e0-0039-4486-ad96-312aad5b0929/content
  • Liubchenko N. Research of Antispam Bot Algorithms for Social Networks / N. Liubchenko, A. Podorozhniak, V. Oliinyk // Proceedings of the 5th International Conference Computational Linguistics and Intelligent Systems (CoLInS 2021). Volume I: Main Conference (CoLInS 2021), April 23 – 24, Kharkiv, Ukraine, 2021. – Aachen: Germany: CEUR Workshop Proceedings, Vol. 2870, 2021. – P. 822-832. https://ceur-ws.org/Vol-2870/paper61.pdf (Scopus).< /li>
  • Liubchenko N. Research Application of the Spam Filtering and Spammer Detection Algorithms on Social Media / N. Liubchenko, A. Podorozhniak, V. Oliinyk // Proceedings of the 6th International Conference Computational Linguistics and Intelligent Systems (CoLInS 2022). Volume I: Main Conference (CoLInS 2022), May 12–13, 2022, Gliwice, Poland. – Aachen: Germany: CEUR Workshop Proceedings, Vol. 3171, 2022. – P. 116-126. https://ceur-ws.org/Vol-3171/paper13.pdf (Scopus).< /li>
  • Liubchenko N. Forest Recovery Detection Based on U-Net and LinkNet / N. Liubchenko, A. Podorozhniak, D. Onishchenko // Proceedings of the 2023 IEEE 4th KhPI Week on Advanced Technology (KhPIWeek), October 02-06, 2023, Kharkiv, Ukraine. – IEEE Xplore, 15 November 2023. – P. 1-4. DOI: 10.1109/KhPIWeek61412.2023.10312869 https://ieeexplore.ieee.org/abstract/document/10312869 (Scopus).
  • Liubchenko N. NDVI based vegetation change detection with neural networks / N. Liubchenko, A. Podorozhniak, D. Onishchenko // Informatics, management and artificial intelligence: theses of the 10th international science and technology conference, Kharkiv–Kramatorsk–Ternopil, May 10-12, 2023/Sc. ed. VD Dmytrienko; National technical Kharkiv Polytechnic University. Kharkiv: Impress, 2023. P. 77. https://repository.kpi.kharkov.ua/items/cc6cea5c-ff26-470f- badc-1957c141a1a0