Education and Career
2002 – Engineer in Computer Systems, NURE, specialty – Intelligent Integrated Systems.
2005 – Ph.D., specialty – 05.13.23 Systems and Means of Artificial Intelligence.
2005 – Senior Researcher, specialty – 05.13.23 Systems and Means of Artificial Intelligence.
2012 – Dr.Sc., specialty – 05.13.23 Systems and Means of Artificial Intelligence.
2014 – Professor in Cybersecurity.
2004-2005 – Assistant Professor of Artificial Intelligence Department, NURE (part time).
2004-2005 – Assistant Professor of Security of Information Technology Department, NURE (part time).
2007-2013– Associate Professor of Security of Information Technology Department, NURE (part time).
2013 -2017 –Professor of Security of Information Technology Department, NURE (part time).
2005-2006 – Research Scientist of CSRL, NURE.
2006-2010 – Senior Research Scientist of CSRL, NURE.
2010-2014 – Lead Research Scientist of CSRL, NURE.
Since 2014 – Principal Research Scientist of CSRL, NURE.
Education activity
Сourses (2002-2017):
- Data Mining;
- Machine learning;
- Control Theory;
- Optimization theory;
- Mathematical methods of modeling and process optimization;
- Number, group, ring and field theory;
- Applied cryptology.
Researcher activity
Researcher in many R&D projects.
Scientific interests:
hybrid systems of computational intelligence, wavelet neuro-fuzzy networks, dynamical data mining, data stream mining, data science, deep learning, fuzzy clustering, classification, prediction and fault detection. Biomedical data mining, machine learning in IoT.
International activity / participation in international projects
2013 – Grant for internship at Gottfried Wilhelm Leibniz University Hannover, L3S Science Center, Federal Republic of Germany.
Reviewer in international journal “Information Science” (Impact factor=4.832)
Social activities
Member of the Specialized Scientific Council D64.052.01 in NURE.
State Awards
2012 – the Award of a Parliament of Ukraine.
2013 – grant of Kharkiv Regional State Administration in the science field “Informatics and Computer Science”.
2015 – Award of a President of Ukraine.
2015 – Parliament of Ukraine Grant.
Publications and patents
More than 170 publications (among 4 monographs in Ukraine, 4 book chapters, 1 tutorial), 2 patents for utility model.