Olga Ilieva Georgieva

Olga Ilieva Georgieva

Professor
PhD

Software Technologies

Email: 
o.georgieva@fmi.uni-sofia.bg
Phone: 
+359 2 971-35-09
Room: 
340, Building 2
Office hours: 

Wednesday 10:30 - 12:00, Room 305, Building 2

Recent publications

Journal papers:

  •           O. Georgieva, S. Milanov, P. Georgieva, I. M. Santos, A. T. Pereira and C. F. Silva, 2015, Learning to decode human emotions from event-related potential, Neural Computing and Applications, v. 26, issue 3, pp.573-580.  
  •            Gajic, D., Savic-Gajic, I., Savic, I., Georgieva, O., & Di Gennaro, S. (2015). Modelling of electrical energy consumption in an electric arc furnace using artificial neural networks. Energy, 108, 132-139.
  •          Gligorijevic, J.; Gajic, D.; Brkovic, A.; Savic-Gajic, I.; Georgieva, O.; Di Gennaro, S. Online Condition Monitoring of Bearings to Support Total Productive Maintenance in the Packaging Materials Industry. Sensors 2016, 16(3), 316.
  •  Ivan Borshukov, Olga Georgieva, 2017, Fuzzy Logic Schemes of Schools Grouping, International Journal of Fuzzy Systems and Advanced Applications, vol. 4, pp. 32-37.
  •   Olga Georgieva, 2017, How to Account for the Uncertainty in QoS Selection Task, Serdica J. Computing 11 (2017), No 2, pp. 165–182.
  •   B. Bonchev, O. Georgieva, May 2018, Playing style recognition through an adaptive video game, Computers in Human Behavior 82, pp.136-147.

Peer reviewed conference papers:

  •       Olga Georgieva, 2015, Joint assessment of Software Service Quality Properties, Proceedings of 13th International Conference e-Society 2015, 14-16 March, 2015, Funchal, Portugal, pp.316-319.
  •          Olga Georgieva, Dessislava Petrova-Antonova, 2015, Web Service Selection Based on Integrated QoS Assesment, ICCGI 2015: The Tenth International Multi-Conference on Computing in the Global Information Technology, 11-16 Oct. 2015, St. Julians, Malta, pp. 114-118.
  •           Georgieva, O., Petrova-Antonova, D. Integrated QoS Assessment of Web Services, 2015, Proceedings of IEEE International Conference Computer and Information Technology   (IWSCA 2015), 26-28 Oct. 2015, Liverpool UK,  pp: 1344 – 1348
  •         Georgieva, O., 2016, Exploring Subtractive Cluster Analysis for QoS Selection, 2016 Proceedings of International Symposium on INnovations in Intelligent SysTems and Applications, 2-5 August, Sinaia, Romania.
  •           Sergey Milanov, Olga Georgieva, 2016, Pattern Frequency Representation for Time Series Classification, Proc. of IEEE 8th International Conference on Intelligent Systems, 4-6 Sept., Sofia, Bulgaria, pp.478-483.
  •            Krasimira Georgieva, Petia Georgieva, Olga Georgieva, Maria J. Ribeiro, Joana S. Paiva, 2016, Regression Approach for Automatic Detection of Attention Lapses, Proc. of IEEE 8th International Conference on Intelligent Systems, 4-6 Sept., Sofia, Bulgaria, pp.370-375. (best paper award)
  •  Olga Georgieva, 2016, Dynamic Service Quality Selection, The 18th International Conference on Information Integration and Web-based Applications & Services (iiWAS2016), November 28 - 30, Singapore, pp.403-406.
  •  Dessislava Petrova-Antonova, Olga Georgieva, Sylvia Ilieva, 2017, Modelling of Educational Data Following Big Data Value Chain, Proceedings of CompSysTech’17 18th International Conference on Computer Systems and Technologies, 23-24 June, Russe, Bulgaria, pp. 88-95.
  •  Olga Georgieva, 2018, Dynamic Data Assigning Clustering for School Grouping, Proceedings of 3rd International Conference on Big Data Analytics, Data Mining and Computational Intelligence (MCCSIS 2018), Madrid, Spain July 18-20, pp.189-193.

Education

2008    FMI, Sofia University - Assoc. Prof.

2000    Insitute of Control and System research, Bulgarian Academy of Sciences - Assoc. Prof.

1995    Insitute of Control and System research, Bulgarian Academy of Sciences - PhD

1986    Faculty of Automatics, TU-Sofia

Scientific Interests

  •            Artificial Intelligence
  •            Machine Learning
  •            Data Mining
  •        Soft Computing Methods

Projects

On-going

  •       GATE, Big Data for Smart Society, WIDESPREAD-2016-2017 TEAMING Phase 1, 2017-2018. ITDGate, EU Science Fund.
  •       Informed and Timely Decisions on e-Governence big data (ITDGate), contract No DFNI – DN 02/11 with Bulgarian Science Fund, 2016-2019.
  •       Modelling of Voluntary Saccadic Eye Movements During Decision Making, contract No DFNI – DN02/3 with Bulgarian Science Fund, 2016-2019.

Finished

  •       Algorithms for Data Analysis and Decision Support of Autonomous Software Systems, project 80-10-196/24.04.2017, Science Fund of Sofia University, 2017.
  •       Data Analysis of Autonomous Software Systems, project 177/13.04.2016, Science Fund of Sofia University, 2016 г.
  •       Methods and algorithms for knowledge discovery from data streams, project 24/31.03.2015, Science Fund of Sofia University
  •       Data mining methods for software services development and analysis, project 110/08.05.2014, Science Fund of Sofia University.
  •       Software Reliability Assessment Using Data Mining Methods, project No 151 Science Fund of University of Sofia, 2011.
  •       COST action IC0702 "Combining Soft Computing Techniques and Statistical Methods to Improve Data Analysis Solutions", European Science Foundation, 2008-2012;
  •       Investigation and Modeling of Eyesight Information Processing at the Normal Ageing, TK01/0200 National Science Fund, Bulgaria, 2009-2011.
  •       SISTER: Strengthening the IST Research Capacity of Sofia University, 7FP, 2008-2011.
  •       EURECA, European Research and Educational Collaboration with Asia, Erasmus Mundus External Cooperation Window - L12 Afganistan, Bhutan, Nepal, Pakistan, No. 2008-1975/001-001-MUN-ECW, 2009-2010
  • SISTER, EC FP7, Strengthening the IST Research Capacity of Sofia University, Grant agreement number: 205030, April 2008 - March 2011

Teaching

  • Requirements engineering, Faculty of Mathematics and Informatics, Sofia University, 2009 – at present
  • Models of Software Systems, Faculty of Mathematics and Informatics, Sofia University, 2007 – at present;
  • Fuzzy Sets and Applications, Faculty of Mathematics and Informatics, Sofia University, 2008 – at present.
  • Professional Ethics, Faculty of Mathematics and Informatics, Sofia University, 2011 – at present
  • Analysis and Synthesis of Logical Schemes, TU–Sofia, Faculty of Computer Systems for Control, 1996 - 2007.  
  • Basics in Computer Technique, TU–Sofia, Faculty of Computer Systems for Control, 2006 - 2007 (exercises)

 

© Faculty of Mathematics and Informatics