Витько Александра Валерьевна

Кандидат технических наук, доцент кафедры искусственного интеллекта Харьковского национального университета радиоэлектроники (ХНУРЭ).

oleksandra.vitko@nure.ua

Другие сведения:
Свободно владеет английским языком.

Образование

1999 г. – инженер-программист, Харьковский государственный технический университет радиоэлектроники, специальность – программное обеспечение вычислительной техники и автоматизированных систем.
2003 г. – кандидат технических наук, специальность – системный анализ и теория оптимальных решений, ХНУРЭ.
2003 г. – доцент кафедры искусственного интеллекта.

Учебная работа

Преподает дисциплины (на английском языке): машинное обучение, интеллектуальные технологии и Semantic Web, экспертные системы в среде Semantic Web, системы Business Intelligence.
Руководство бакалаврскими и магистерскими дипломными работами. Руководство аспирантурой.

Научная работа

Область научных исследований:
1) Наука о данных: Data Mining, Machine Learning.
2) Semantic Web, инженерия онтологий, Web Mining.
3) Системы и методы Business Intelligence.
Выполнение международных проектов:
1999-2001 гг. – менеджер проекта и академический эксперт в EU Tempus Tacis Compact Project UM_CP-20560-1999.
2000-2003 гг. – менеджер в подготовительных магистерских программах двойных дипломов.
2007-2008 гг. – менеджер проекта и академический эксперт в OntAc, Tempus SCM Project T020B06.
Гаранты и стажировки:
2000, 2001 гг. – Университет Ювяскюля (Финляндия) – Tempus Tacis Compact Project activities.
2007 г. – Малагский университет (Испания) – Tempus SCM Project activities.
2012 г. – Оксфордский университет (Великобритания) – Visiting research.
2013 г. – Conatix Europe UG, Spin-Off, Университет Гумбольдта, Берлин (Германия) – Visiting research.

Общественная и международная деятельность

Координатор ECTS (ХНУРЭ), координатор подготовки приложений к диплому европейского образца (ХНУРЭ), куратор академ группы.

 Публикации и патенты

1. 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.

2. 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)

3. 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.

4. 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.