Nelia Miroshnychenko

Nelia Miroshnychenko
Senior Lecturer of the Department of Computer Modeling and Intelligent Technologies (СMIT)
Google Scholar ID: T4QBSxkAAAAJ
All timeLast 5 years
Citations3020
h-index32
i10-index00

Education and Career

2018 – graduated from Kharkiv National University of Radio Electronics with a Bachelor’s degree in Biomedical Engineering.
2019 – graduated from Kharkiv National University of Radio Electronics with a Master’s degree in Biomedical Engineering.
2020-2026 – PhD student at Kharkiv National University of Radio Electronics, specializing in 122 “Computer Science” / F3 “Computer Science”.
Since 2021 – Assistant at Kharkiv National University of Radio Electronics.
Since 2026 – Senior Lecturer at the Department of Computer Modelling and Intelligent Technologies (CMIT).

In 2026, defended her dissertation for the degree of Doctor of Philosophy (PhD) in Computer Science, specialty F3 “Computer Science”.

Dissertation title: “Information System for Supporting Semi-Supervised Learning for Dimensionality Reduction of Large Medical Data Samples”. Scientific Supervisor: Iryna H. Perova, Doctor of Technical Sciences, Professor.


Educational activity

Teaches courses: Web technologies and Web design; Internet-technologies of distributed processing of information; Methods of machine learning in decision-making systems; Intelligent methods in Big Data


Researcher activity

Research interests: intelligent analysis of medical data, machine learning, semi-supervised learning, dimensionality reduction of high-dimensional data, neuro-fuzzy systems, and information systems for decision support in healthcare.


Publications and patents

Author of approximately 30 scientific publications, including research papers indexed in Scopus. Author of a single-authored chapter in a collective monograph published by an international academic publisher.