Oleksandra Vitko

Associate Professor at the Department of Artificial Intelligence in KNURE, Ph.D. in Technical Sciences, Docent.
Oleksandra Vitko

+38 (057) 702-13-37

oleksandra.vitko@nure.ua

Certificates and Awards

Winner of the 1 st Region Competition “The Best Young Scientist of Kharkiv Region”, Kharkiv,UKRAINE, 2006.
Laureate of City Competition “Young Person of the Year” in the field “Science”, Kharkiv, UKRAINE, 2003.
Certificate indicating that the name of Oleksandra Vitko is written into the Book “Golden Fund of Dzerginsky Region”, Kharkiv, UKRAINE, 2003.

Education

1999 – Engineer–Programmer of Kharkiv State Technical University of Radio Electronics (now -KNURE), Software Engineering.
2003 – Ph.D. (Candidate of Technical Sciences) KNURE System Analysis and Decision Support Theory.
2005 – Docent KNURE Artificial Intelligence.
Since 1 Sep 2003 – Associated Professor (Docent) AI Department, KNURE.

Academic Activities

Lectured Courses (now – in ENGLISH):
– Machine Learning (in English);
– Intelligent Internet Technology and the Semantic Web (in English);
– Expert Systems in the Semantic Web (in English);
– Business Intelligence (in English).
Bachelor Thesis supervision since 2002,
Master Thesis supervision since 2008.
Ph.D. Thesis supervision since 2008.

Research Interests

Data Science: Data Mining, Machine Learning.
Semantic Web, Ontology Engineering, Web Mining.
Business Intelligence.

Public Positions (Current)

Since 10 Dec 2004 – University ECTS Coordinator KNURE.
Since 16 June 2010 – Diploma Supplement Coordinator KNURE.
1 Sep 2015 – present – Academic Supervisor of Students Group CS-15- 5 (Computer Science, entrance of 2015 year), AI Department, KNURE.

International Project Positions

15 Dec 1999 – 14 Dec 2001 – Manager and academic staff person in EU Tempus Tacis Compact Project UM_CP-20560- 1999 AI Department, KNURE.
Spring 2000, Spring 2001, Spring 2002, Spring 2003 – Manager of Preparation Program for International Joint Master Student Exchange AI Department, KNURE.
15 June 2007 – 14 May 2008 – Manager and academic expert in OntAc, Tempus SCM Project T020B06 AI Department, KNURE.

Grants and Trainings (Abroad)

Time Institution Purpose Financed by Host
Aug 2000 – Oct 2000 University of Jyvaskyla,
Finland
Tempus Tacis Compact
Project activities
European Training
Foundation
Prof. Kalle Lyytinen
Dep. of Computer Sciences and Inform. Systems, University of Jyvaskyla, Jyvaskyla, Finland
Feb 2001 University of Jyvaskyla,
Finland
Tempus Tacis Compact
Project activities
European Training
Foundation
Prof. Jukka Heikkila
Dep. of Computer Sciences and Inform. Systems, University of Jyvaskyla, Jyvaskyla, Finland
Jul 2001 – Aug 2001,
Nov 2001 – Dec 2001
University of Jyvaskyla,
Finland
Tempus Tacis Compact
Project activities
European Training
Foundation
Prof. Timo Tiihonen
Faculty of Information Technology, University of Jyvaskyla, Jyvaskyla, Finland
Oct 2007 Malaga University,
Spain
Tempus SCM Project
activities
European Training
Foundation
Mrs. Maria Rosario Cabello Porras,
Office for Relations with Eastern Countries, Malaga University, Spain
27 Feb 2012 – 28 Mar 2012 Oxford University,
Great Britain
Visiting research Ministry of Science and
Education of Ukraine
Prof. Michael Benedikt
Department of Computer Science, Oxford University, Great Britain
20 Sep 2013 – 08 Oct 2013 Conatix Europe UG, Spin-Off,
Humboldt University, Berlin
Visiting research Conatix Europe UG David Lehrer,
Conatix Europe UG, Spin-Off, Humboldt University, Berlin

Publications and patents

Fully Refereed International Publications:
1) Terziyan V., Vitko O., Learning Bayesian Metanetworks from Data with Multilevel Uncertainty, In: Max Bramer and Vladan Devedzic (eds.), Proceedings of the First International Conference on Artificial Intelligence and Innovations (IFIP 18-th World Computer Congress), Toulouse, France, August 22-27, 2004, Kluwer Academic Publishers, pp. 187-196
2) Terziyan V., Vitko O., Bayesian Metanetwork for Modelling User Preferences in Mobile Environment, In: A. Gunter, R. Kruse and B. Neumann (eds.), KI 2003: Advances in Artificial Intelligence, Lecture Notes in Artificial Intelligence, Vol. 2821, Springer-Verlag, 2003, pp.370-384.

International Conference Papers with Refereed Abstract:
3) Terziyan V., Kaykova O., Vitko O., Titova L., Ontology-Based International Degree Recognition, In: Information Technologies in Education, Proceedings of the ITE-2005 Workshop, Yerevan, Armenia, 13-17 June, 2005, Publications of IEEE Computer Society Technical Committee on Learning Technology, Vol. 7, Issue 4, October 2005, ISSN 1438-0625, pp. 38-40.
4) Terziyan V., Vitko O., Bayesian Metanetworks for Mobile Web Content Personalization, In: N. Mastorakis , M. J. Er , and C. D'Attelis (eds), Proceedings of the 2nd WSEAS International Conference on Automation and Information (ICAI-2002), Puerto De La Cruz, Tenerife, Spain, December 19-21, 2002, WSEAS Press, 2003 , ISBN: 960-8052-89-0.(CD Proceedings)

Papers in Refereed Ukrainian and Russian Journals:
5) Vitko О., The methodology for Diploma Supplement development in Ukrainian universities // Theoretical, Scientific and Methodical Journal «Higher Education in Ukraine». Thematic Issue «European integration of higher education in Ukraine in the Bologna process context» – 2014. – №3 (appendix 1) – pp. 45-48.
6) Vitko O., Strilets L. Methodology of Embedding Semantics into a Web-Site, Eastern-European Journal of Enterprise Technologies, 2012, Vol. 3/2 (57), pp. 31-33.
7) Polyarush О., Vitko O. Applications of Bayesian Probabilistic Networks for Analysis of Social Networks, Information Processing Systems, Vol.6 (87), Kharkov, 2010, pp. 208-211.
8) Vitko O., Volkova V., Koreyko N., Sasunov S. Ontology-Based University Resource Management to Support the Accreditation and Licensing Procedures, Eastern-European Journal of Enterprise Technologies, 2006, Vol. 5/2(23), pp. 95-98.
9) Vitko O., Sinitsina K. Mixed Model of Data Exchange for Electronic Web resources, Eastern-European Journal of Enterprise Technologies, 2005, Vol. 3/2, pp. 37-41.
10) Vitko O., Terziyan O. Semantic Program Adapter for Intelligent Data Analysis Web Service, In: Eastern-European Journal of Enterprise Technologies, 2005, Vol. 2/2, pp. 71-75.
11) Vitko O., Vitko V., Kovalenko G., Bayesian Probabilistic Network for Radiation Risk Learning, Transactions of Kherson State Technical University, Vol. 3(19), ISBN 5-7763-2514-5, Special Issue: Proceedings of the VI International Conference on Mathematical Modelling, Kherson, Ukraine, 9-14 September, 2003, pp. 73-76.
12) Terziyan V., Vitko O., Probabilistic Metanetworks for Intelligent Data Analysis, Artificial Intelligence, Donetsk Institute of Artificial Intelligence, Vol. 3, 2002, ISSN 1561-5359, pp. 188-197.
13) Vitko O., Kuzin Yu., Legeza A. A., Method of Web-Site Personalization Based on Probabilistic Networks, Transactions of Kharkov State Polytechnic University, Vol. 20, Special Issue: Modern Technology Innovations, 2002, Kharkov, pp. 31-38.
14) Terziyan V., Vitko O., Intelligent Information Management in Mobile Electronic Commerce, Artificial Intelligence News, Journal of Russian Association of Artificial Intelligence, Vol. 5-6, Moscow, Russia, 2001, pp. 26-33.
15) Vitko O., Bayesian Model Averaging Strategy for the Class of Linear Models, Transactions of Kharkov State Polytechnic University, Vol. 119, Special Issue: Modern Technology Innovations, 2000, pp. 4-5.
16) Vitko O., Basic Algorithm for Probabilistic Inference in Bayesian Networks, Transactions of Kharkov State Polytechnic University, Vol. 75, Special Issue: Modern Technology Innovations, 1999, pp. 23-26.
17) Vitko O., Naive Bayes and k-Nearest Neighbours Classifiers: Designing Hybrid Methods. Transactions of Kharkov State Polytechnic University, Vol. 58, Special Issue: Modern Technology Innovations, 1999, pp. 28-30.
18) Vitko O., Omelayenko B., Stochastic Models for Machine Learning. Transactions of Kharkov State Polytechnic University, Vol. 47, Special Issue: Modern Technology Innovations, 1999, pp. 9-10.
19) Lesnaya N., Shamsha T., Vitko O., Skibenko T., Efficiency of Use Robust and Ridge Estimations. Transactions of Kharkov State Polytechnic University, Vol. 42, Special Issue: Modern Technology Innovations, 1999, pp. 42-47.

Papers in Ukrainian Conference Proceedings:
20) Vitko O, Osipov A. Using Context for Modelling of Decision Making System Based on Bayesian Metanetwork, In: Proceedings of VII International scientific-practical conference «System Analysis and Information Technologies», Kyiv.: NTUU «KhPI», 2005, p. 106.
21) Vitko O., Nikitin S., Automated ECTS Credit Transfer Using Ontological Approach, In: Proceedings of the 1st Regional Youth Forum “Information Technologies in XXI Century”, Dnepropetrovsk, Ukraine, 23-24 April, 2003, pp. 60-61.
22) Vitko O., Problems for Learning Bayesian Networks with Unknown Structure, In: Proceedings of the 4-th International Forum Radioelectronics and Youth in the XXI Century, Kharkov, Ukraine, April 2000, Vol. 2, pp. 223-224.