Doctor of Technical Sciences (Dr.Sci.), Professor, Professor at the Department of Artificial Intelligence, Kharkiv National University of Radioelectronics; Scientific Head at the Control Systems Research Laboratory (CSRL); an IEEE Senior Member; a member of ITHEA International Scientific Society.
Phone: +38 (057) 702-18-90
1971 – Kharkiv Institute of Radioelectronics, the specialty «Automatics and telemechanics», the qualification “electrical engineer”;
1979 – Candidate of Technical Sciences (Ph.D.), Kharkiv Institute of Radioelectronics, the scientific specialty 05.13.01 – technical cybernetics and information theory;
1984 – Senior Researcher, the scientific specialty 05.13.01 – technical cybernetics and information theory;
1990 – Doctor of Technical Sciences (Dr.Sci.), Kharkiv Polytechnical Institute, the scientific specialty 05.13.01 – control in technical systems;
1994 – Professor in the specialty 05.13.03 – control in technical systems.
Lecture courses: Neural networks’ methods of Computational Intelligence; Artificial Neural Networks: architectures, learning and application; Data Mining.
Scientific interests: Hybrid systems of Computational Intelligence, Data Stream Mining, Big Data, Deep Learning, Evolving Systems.
He is Scientific Head at the Control Systems Research Laboratory (CSRL) where he founded the scientific school in «Hybrid systems of Computational Intelligence for data analysis, data processing and control».
He has been a scientific head of a number of state-funded research projects (which were conducted in CSRL) since 1985, i.e. based on decrees by the USSR State Committee on Science and Technology and the USSR Ministry of Education within the target complex scientific and technical programs; based on orders by the Ministry of Education of Ukraine according to results of the projects’ competitive selection. A number of doctoral and candidate dissertation works have been conducted within complex state-funded research projects by PhD students and doctoral student from the AI Department and by CSRl research staff.
He is a member of the Specialized Scientific Council D 64.052.01 in Kharkiv National University of Radio Electronics.
As for now, he has prepared 8 Doctors of Technical Sciences and 27 Candidates of Technical Sciences (Ph.D.’s).
A research team of the scientific school has received a number of individual grants: 4 DAAD scholarships (Germany); 7 internship grants in Germany, Japan and Switzerland; 3 scholarships «Soros postgraduates» – “International Soros Science and Education Program”; 8 scholarships by the Cabinet of Ministers of Ukraine for young researchers and PhD students; 2 awards by the Verkhovna Rada of Ukraine for talented young researchers; a scholarship by the Verkhovna Rada of Ukraine for talented young researchers; a diploma by the Verkhovna Rada of Ukraine; an award of the President of Ukraine for young researchers; multiple individual grants for participation in international conferences in Germany, Slovakia, Turkey, Great Britain, Switzerland, Estonia, Poland, Lithuania etc.
A member of editorial boards in International Journal of Infonomics; International Journal of Artificial Intelligence and Expert Systems; scientific and technical journals «Bionics of intelligence» and «ACS and automation devices»; the journal «Radio Electronics, Computer Science, Control»; the interdepartmental collection of reports «Adaptive automatic control systems».
A reviewer in international journals “Information Science” (Scopus, Web of Science, SNIP=3.242), “Soft Computing” (Scopus, SNIP=1.429), “Applied Soft Computing” (Scopus, Web of Science, SNIP=2.729), “Neural Computing & Application Journal” (Scopus, SNIP=1.021), “Int. Journal of Uncertainty, Fuzziness and Knowledge – based Systems” (Scopus, SNIP= 0.829), “IEEE Trans. on Neural Networks” (Scopus, SNIP= 1.876).
A member of Program Committees at some international conferences both in Ukraine and abroad (in New Zealand, France, Germany, Poland, Bulgaria etc.), i.e. International conference «Modelling and Simulations of Business Systems», Internationales Wissenschaftliches Kolloquium “Synergies between Information Processing and Automation”, International Conference on Knowledge-Based Intelligent Information & Engineering Systems etc.
Chairman of the Program Committee at the International Scientific Conference «IEEE International Conference on Data Stream Mining & Processing».
Publications and patents
He has currently published over 500 scientific works, i.e: 11 monographs, 25 book chapters abroad (by Springer), 6 tutorials, 3 patents, and 36 inventor’s certificates.
A number of publications to be reviewed by Web of Science is 27.
A number of publications to be reviewed by Scopus is 73.
The Hirsch citation index (the h-index) is h=4 (Web of Science) and h=7 (Scopus), i.e.:
- Bodyanskiy Ye., Vynokurova O. Hybrid adaptive wavelet-neuro-fuzzy system for chaotic time series identification // Information Sciences. – 2013. – 220. – P.170-179.
- Bodyanskiy Ye., Dolotov A., Vynokurova O. Evolving spiking wavelet-neuro-fuzzy self-learning system// Applied Soft Computing. – 2014. – 14. – P. 252-258.
- Bodyanskiy Ye., Tyshchenko O.K., Kopaliani D.S. A hybrid cascade neural network with an optimized pool in each cascade // Soft Computing. – 2015. – 19 (12). – P. 3445-3454.
- Bodyanskiy, Y.V., Tyshchenko, O.K., Kopaliani, D.S. Adaptive learning of an evolving cascade neo-fuzzy system in data stream mining tasks // Evolving Systems. – 2016. – 7 (2). – P. 107-116.
- Bodyanskiy, Y., Vynokurova, O., Pliss, I., Peleshko, D., Rashkevych, Y. Hybrid generalized additive wavelet-neuro-fuzzy-system and its adaptive learning // Eds. Zamojski, W., Mazurkiewicz, J., Sugier, J., Walkowiak, T., Kacprzyk, J., Dependability Engineering and Complex Systems: Proceedings of the Eleventh International Conference on Dependability and Complex Systems DepCoS-RELCOMEX. June 27-July 1, 2016, Brunow, Poland. – 2016. – P. 51-61.
- Bodyanskiy, Y.V., Tyshchenko, A.K., Deineko, A.A. An evolving radial basis neural network with adaptive learning of its parameters and architecture // Automatic Control and Computer Sciences. – 2015. – 49 (5). – P. 255-260.
Awards and honors
The Diploma by the Verkhovna Rada of Ukraine (2010); a breastplate «An excellent worker in Education of Ukraine» (2004) by the Ministry of Education of Ukraine; a breastplate «For scientific achievements» (2005) by the Ministry of Education of Ukraine; a nominal scholarship and a diploma by Kharkiv Regional State Administration named after Proskura G.F. in the area of technical sciences for outstanding scientists (2008); a nominal scholarship and a diploma by Kharkiv Regional State Administration in the nomination “Informatics and computer science” – a scholarship named after Sviridov V.V. for outstanding scientists (2014); a breastplate «Vasyl Sukhomlinsky» by the Ministry of Education of Ukraine (2014); a sign «USSR Inventor» (1983); a badge of honor «For merit» due to the 40th anniversary of KhNURE; a diploma of the winner in the competition «KhNURE: the best professionals» in the nomination «Lecturer of the school year 2000/2001»; a diploma of the winner in the competition «KhNURE: the best professionals» in the nomination «Lecturer of professionally oriented subjects» (2012). He won several international grants after a competitive selection: 2 DAAD scholarships (Germany) “Studienaufenthalt auslaendischer Wissenschaftler” (1996, 1999), a number of individual grants for participation in scientific conferences.