Alina Shafronenko

Education and Career

2011 – graduated from Kharkiv National University of Radio Electronics (KHNURE);
2011-2012 – intern researcher of the Problem Research Laboratory of Automated Control Systems (PRL ACS);
2012 – postgraduate student of the Department of Artificial Intelligence;
2015 – assistant professor of the Department of Information Technology Security;
2017 – senior lecturer of the Department of Informatics.
2018 – associate professor of the Department of Informatics.
2025 – professor of the Department of Informatics

INFORMATION ABOUT THE DEFENSE OF THE DISSERTATION:

Information about the defense of the dissertation:
Early defense of the candidate’s dissertation on the topic “Methods of dynamic intellectual analysis of data with gaps” in the specialty 05.13.23 – “Systems and tools of artificial intelligence” (2014).

Defense of the doctoral dissertation on the topic “Adaptive methods of fuzzy data clustering using evolutionary self-learning” in the specialty 05.13.23 “Systems and tools of artificial intelligence” (2025).

Educational activity

Teaches courses: “Theory of Algorithms”, “Machine Learning”, “Machine Learning and Data Analysis”, “Optimization Methods in Machine Learning”, “Organization and Design of Databases and Data Warehouses”, “Databases and Information Systems”, “Optimization and Optimization Methods of Operations”, “Organization of Databases and Knowledge”.

Researcher activity

2011-2012 – intern – researcher of the Problematic Research Laboratory of Automated Control Systems (PRL ACS);
Within the framework of state-budget research projects 214-1 and 245-1 “Evolutionary hybrid systems of computational intelligence with a variable structure for intelligent data analysis” she participated in research works on the development of evolutionary methods of fuzzy clustering under conditions of a lack of a priori information, is a co-author of the report.
Since 2017 – senior researcher of the PRL ACS of NURE. Develops the scientific direction “Online fuzzy clustering of data flows distorted by disturbances and gaps using swarm evolutionary algorithms” within the framework of state-budget research projects No. 307 “Dynamic intellectual analysis of sequences of fuzzy information under conditions of significant uncertainty based on hybrid computational intelligence systems”, (DR No. 0116U002539) and research projects No. 326 “Deep hybrid computational intelligence systems for data flow analysis and their fast learning” (DR No. 0119U001403).
In 2023, she received the title of senior researcher in specialty 122 – Computer Science (AS No. 001357 dated 12/20/2023).
Worked under Agreements for the performance of scientific and research works of a civil and legal nature in the Scientific and Research Department (SRD) of KhNURE: “Evolutionary hybrid systems of computational intelligence with a variable structure for intelligent data analysis” (No. DR 0110U000458); “Neuro-fuzzy systems for current clustering and classification of data sequences under conditions of their distortion by missing and anomalous observations” (No. DR 0113U000361); “Development of methods and algorithms for combined learning of deep neuro-neo-fuzzy systems under conditions of a short training sample” (DR No. 0122U001701); “Development of methods and algorithms for combined learning of deep neuro-neo-fuzzy systems under conditions of a short training sample” (DR No. 0122U001701); “Adaptive bagging of hybrid computational intelligence systems based on optimal speed online learning” (DR No. 0124U000363).
He is a co-author of reports in the SRD of NURE.

Social Activities

From 2018 to the present, Deputy Dean of the Faculty of Information Technology.
Member of the jury of the city tournament of young computer scientists in Kharkiv

International activity / participation in international projects

2013 – Internship at the Laboratory of Data Analysis and Image Recognition, Ostfalia University of Applied Sciences, Wolfenbüttel, Germany.
Actively participates in international scientific conferences, including 8 scientific conferences held in foreign countries (Rzeszow (Poland), Varna, Sozopol, Sofia (Bulgaria), Zittau (Germany), Budejovice (Czech Republic), Budapest (Hungary)), Graz (Austria).
In 2019, she was an invited speaker at an international conference held in Sozopol, Bulgaria.
From 2019 to 2020, she was an invited reviewer of articles for the journal Int. Workshop on Computer Modeling and Intelligent Systems (CEUR).

Publications and patents

Has over 100 publications, including publications included in the scientometric databases Scopus, Web of Science, dblp.