Education and Career
I graduated with honors from Kharkiv National University of Radio Electronics (KhNURE) in 2008 (the specialty “Software of automated systems”).
I defended my PhD thesis “Multidimensional nonlinear time series analysis based on heterogeneous neural networks” in the specialty 05.13.23 – systems and tools of artificial intelligence in 2013.
November 2012 – October 2013 – Junior Researcher at CSRL;
October 2013 – January 2014 – Researcher at CSRL;
February 2014 -2019 – Senior Researcher at CSRL.
Researcher activity
I took part in such scientific and research projects as “Synthesis of information processing methods under uncertainty conditions based on self-learning and soft computing”, “Evolutionary hybrid systems of computational intelligence with a variable structure for data mining tasks”, “Neuro-fuzzy systems for current data sequences clustering and classification under curvature conditions of missing and anomalous observations”, “Dynamic Data Mining for sequences of fuzzy information under conditions of substantial uncertainty based on hybrid systems of Computational Intelligence”.
International activity / participation in international projects
I am a winner of the DAAD program “Research Stays for University Academics and Scientists” (2016) and the Visegrad Scholarship Program—EaP (2017).
I am a reviewer of “Neural Computing and Applications” (NCAA), “Soft Computing” (SoCo), “Evolving Systems” (EvoS), “Neurocomputing”, “Expert Systems With Applications”, “Fuzzy Sets and Systems”, “Pattern Recognition Letters”, IEEE Transactions on Cybernetics, IEEE Transactions on Fuzzy Systems.
I am a member of Editorial Boards at International Journal of Intelligent Systems and Applications (IJISA) and International Journal of Modern Education and Computer Science (IJMECS).
Publications and patents
74 publications in English, Russian and Ukrainian – 1 manuscript, 2 book chapters, 35 articles and 36 conference papers.