Научноизследователска дейност

Публикации/Publications

Статии в списания/Publications in Scientific Journals

  1. Kabakchiev, H., Behar, V., Kabakchieva, D., Kisimov, V., Stefanova, K. (2023). Investigation of Accuracy of TOA and SNR of Radio Pulsar Signals for Vehicles Navigation. MDPI Journal Sensors 2023, 23(15), 7010; Impact Factor: 3.4 (2023), Q1(Information Systems), https://doi.org/10.3390/s23157010 Available at: https://www.mdpi.com/1424-8220/23/15/7010 (Available in Scopus)
  2. Kisimov, V., Stefanova, K., Kabakchieva, D., Yordanova, S. (2022). HPC/HPDA/AI Technologies for Big Data Analysis in Company Support. Journal of Informatics and Innovative Technologies (JIIT), Vol.5(4), 2022, pp.7-11, ISSN 2682-9517 (Print), ISSN 2683-0930 (online). Available at: journal.iit.bg
  3. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, A., Rohling, H. (2021). FSR Systems for Detection of Air Objects Using Cosmic Radio Emissions. Sensors 2021, 21, 465, ISSN 1424-8220, Impact Factor: 3.275 (2019), Q1, https://doi.org/10.3390/s21020465 Available at: https://www.mdpi.com/1424-8220/21/2/465
  4. Kisimov, V., Kabakchieva, D., Naydenov, A., Stefanova, K. (2020). Agile Elastic Desktop Corporate Architecture for Big Data. Journal of Cybernetics and Information Technologies, Vol.20, No.3, pp.15-31 (Print ISSN: 1311-9702; Online ISSN: 1314-4081, DOI: 10.2478/cait-2020-0025). Available at: http://www.cit.iit.bas.bg/CIT-2020/v-20-3/10341-Volume20_Issue_3-02_paper.pdf
  5. Kabakchiev, H., Garvanov, I., Behar, V., Kabakchieva, D., Kabakchiev, K., Rohling, H., Kulpa, K., Yarovoy, A. (2019). Multi-Channel Target Shadow Detection in GPS FSR. Cybernetics and Information Technologies Journal, Vol.19, No.1, 2019, pp.116-132, Print ISSN: 1311-9702, Online ISSN: 1314-4081. Available at: http://cit.iit.bas.bg/CIT_2019/v-19-1/10341-Volume19-Issue-1-07-paper.pdf
  6. Yordanova, S., Kabakchieva, D. (2017). Sentiment Classification of Hotel Reviews in Social Media with Decision Tree Learning. International Journal of Computer Applications (0975–8887), Volume 158 – No 5, January 2017, pp.1-7. Available at: https://www.ijcaonline.org/archives/volume158/number5/26901-2017912806
  7. Kabakchieva, D. (2015). Business Intelligence Systems for Analyzing University Students Data. Journal of Cybernetics and Information Technologies, Vol.15, No.1, 2015, pp.104-115 (Print ISSN: 1311-9702, Online ISSN: 1314-4081). Available at: http://www.cit.iit.bas.bg/CIT_2015/v-15-1/9-51-BI_Paper_Dorina_Kabakchieva_Final-edited-md-Gotovo.pdf
  8. Kabakchiev C., V. Behar, I. Garvanov, D. Kabakchieva, L. Daniel, K. Kabakchiev, M. Gashinova, M. Cherniakov (2015). Experimental verification of maritime target parameter evaluation in FSR. IET Radar, Sonar & Navigation, ISSN: 1751-8784, E-ISSN: 1751-8792, DOI: 10.1049/iet-rsn.2014.0010, Volume 9, Issue 4, 1 April 2015, 355-363, IF=1.135.
  9. Kabakchieva, D., Stefanova, K. (2015). Big Data Approach and Dimensions for Educational Industry. Economic Alternatives Journal, Issue 4, 2015, pp.47-59 (ISSN (print): 1312-7462, ISSN (online): 2367-9409).
  10. Кабакчиева, Д., Стефанова, К. (2015). Анализ на университетски данни с бизнес интелигентни системи за подпомагане взимането на управленски решения. Списание “Икономически и социални алтернативи”, бр.2, 2015г., стр.60-72 (ISSN (print): 1314-6556, ISSN (online): 2534-8965).
  11. Кабакчиева, Д. (2015). Използване на Data Mining методи за решаване на проблема за запазване на студентите. Списание на ТУ-София, филиал Пловдив, „Фундаментални науки и приложения“, том 21, книга 1, 2015г. Международна научна конференция „Техника, Технологии и Системи – ТЕХСИС 2015”, 28-30 Май 2015, ТУ, Пловдив, стр.245-250 (ISSN 1310-8271).
  12. Kabakchieva, D. (2015). Analyzing Student Data with Data Mining Methods and Techniques. KIS Journal of Knowledge Society, Special Issue No.1, January 2015, dedicated to International Scientific and Technical Conference “Engineering. Technologies. Education. Security”, 28-29 May 2015, Veliko Tarnovo, Bulgaria, pp.9-12 (ISSN 2367-7198).
  13. Кабакчиева, Д. (2015). Пазар на Бизнес интелигентни системи. Международна научна конференция „Образование, наука, икономика и технологии“, 25-26 юни 2015, Университет “Проф. д-р Асен Златаров”, гр.Бургас. Публикувана в академично списание „Индустриални технологии“, кн.1, том 2, vol.1, стр.39-47 (ISSN 1314-9911).
  14. Kabakchieva, D. (2013). Predicting Student Performance by Using Data Mining Methods for Classification. Cybernetics and Information Technologies, 13 (1), pp. 61-72 (Print ISSN: 1311-9702, Online ISSN: 1314-4081). Available at: http://www.scopus.com/inward/record.url?eid=2-s2.0-84876083445&partnerID=40&md5=ccf883d410dc68fe820bc86cd7886252
  15. Kabakchieva, D. (2012). Student Performance Prediction by Using Data Mining Classification Algorithms. International Journal of Computer Science and Management Research, Vol.1, Issue 4, November 2012, pp.686-690 (ISSN 2278-733X). Available at: www.ijcsmr.org
  16. Stefanova, K., Kabakchieva, D. (2012). Management Aspects of Business Intelligent Systems Development. Economic Alternatives, Issue 1, 2012, pp.46-61, ISSN 1312-7462.
  17. Stefanova, K., Kabakchieva, D., Nikolov, R. (2010). Design Principles of Identity Management Architecture Development for Cross-Border eGovernment Services. Electronic Journal of e-Government, Vol.8, Issue 2 2010, pp.189-202 (ISSN 1479-439X). Available online at www.ejeg.com
  18. Стефанова, К., Кисимов, В., Кабакчиева, Д. (2010). Решения за управление на бизнес резултатност – функционалности и развитие. Списание CIO-Bulgaria, Ноември 2010г., стр.28-37.
  19. М. Михайлов, К. Стефанова, Д. Кабакчиева (2007). Изграждане на платформа за управление на разгънати предприятия в разширена Европа. Списание CIO-Bulgaria, Март 2007г., стр.55-59 (ISSN 1311-3151). http://cio.bg/1405_izgrazhda_se_evropejska_platforma_za_upravlenie_na_razshireni_predpriyatiya_.0
  20. Stefanova, К., Kabakchieva, D., Borthwick, L. (2006). Innovative Approach to Identity Management Research for eGovernment at EU Level. Journal of Telecommunications and Information Technology, National Institute of Telecommunications, Warsaw, 2/2006, pp.24-31 (ISSN 1509-4553, e-ISSN 1899-8852).

Доклади на международни конференции в чужбина/Publications in International Conference Proceedings

  1. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, A., Rohling, H., Bentum, M., Fernandes, J. (2021). Air object detection using pulsar FSR. Paper presented at the 2021 17th Conference on Electrical Machines, Drives and Power Systems, ELMA 2021 – Proceedings, doi:10.1109/ELMA52514.2021.9503079 Available at: https://ieeexplore.ieee.org/document/9503079
  2. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, A., Petrov, N., Rohling, H., Bentum, M. (2020). Airplane detection by FSR using cosmic radio emissions. In 2020 IEEE Radar Conference (RadarConf20), Florence, Italy, (1-6). Available at: https://ieeexplore.ieee.org/document/9266428
  3. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, A., Rohling,, H., Bentum, M., Fernandes, G. (2020). The study of possibility for airplane detection using a solar FSR system. In 2020 21st International Radar Symposium (IRS) (pp. 179-184). IEEE. DOI: 10.23919/IRS48640.2020.9253948 Available at: https://ieeexplore.ieee.org/document/9253948
  4. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, A., Daskalov, P., Rohling, H., Bentum, M., Fernandes, J. (2019). Feasibility of Cosmic Object Detection Using a Solar FSR System. 2019 Signal Processing Symposium (SPSympo), Krakow, Poland, 2019, pp. 57-60. Available at: https://ieeexplore.ieee.org/abstract/document/8882062
  5. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, A., Rohling, H., Bentum, M., Fernandes, J. (2019). Feasibility of Cosmic Object Detection Using an X-ray FSR System. 2019 20th International Radar Symposium (IRS), Ulm, Germany, 2019, pp.1-8, Electronic ISBN:978-3-7369-9860-5. Available at: https://ieeexplore.ieee.org/abstract/document/8768195
  6. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, K., Rohling, H., Kulpa, K., Yarovoy, A. (2018). Observation of falling cosmic objects using GPS-based FSR. Proceedings International Radar Symposium, Volume 2018-June, 27 August 2018, 19th International Radar Symposium, IRS 2018; Bonn; Germany; 20 June 2018 through 22 June 2018, ISBN: 978-373699545-1, ISSN: 21555753. Available at: https://www.scopus.com/record/display.uri?eid=2-s2.0-85053618431&origin=resultslist&sort=plf-f&src=s&st1=Kabakchieva%2c+D.&st2=&sid=354f8777cf518060334d5c01b4c5e361&sot=b&sdt=b&sl=28&s=AUTHOR-NAME%28Kabakchieva%2c+D.%29&relpos=0&citeCnt=0&searchTerm=
  7. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, A., Rohling, H., Bentum, M., Fernandes, J. (2018). Separation of pulsar signals in FSR system. Proceedings International Radar Symposium, Volume 2018-June, 27 August 2018, 19th International Radar Symposium, IRS 2018; 20-22 June 2018, Bonn; Germany; ISBN: 978-373699545-1, ISSN: 21555753. Available at: https://www.scopus.com/record/display.uri?eid=2-s2.0-85053610056&origin=resultslist&sort=plf-f&src=s&st1=Kabakchieva%2c+D.&st2=&sid=354f8777cf518060334d5c01b4c5e361&sot=b&sdt=b&sl=28&s=AUTHOR-NAME%28Kabakchieva%2c+D.%29&relpos=1&citeCnt=0&searchTerm=
  8. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, A., Rohling, H., Bentum, M., Fernandes, J. (2018). Comparison of two algorithms for signal detection in pulsarbased FSR. Proceedings International Radar Symposium, Volume 2018-June, 27 August 2018, 19th International Radar Symposium, IRS 2018; 20-22 June 2018, Bonn; Germany; ISBN: 978-373699545-1, ISSN: 21555753. Available at: https://www.scopus.com/record/display.uri?eid=2-s2.0-85053605202&origin=resultslist&sort=plf-f&src=s&st1=Kabakchieva%2c+D.&st2=&sid=354f8777cf518060334d5c01b4c5e361&sot=b&sdt=b&sl=28&s=AUTHOR-NAME%28Kabakchieva%2c+D.%29&relpos=2&citeCnt=0&searchTerm=
  9. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchiev, A., Kabakchieva, D., Rohling, H., Kulpa, K., Yarovoy, A. (2018). Comparative analysis of two GPS forward scattering systems for cars parameter estimation. Proceedings International Radar Symposium, Volume 2018-June, 27 August 2018, 19th International Radar Symposium, IRS 2018; Bonn; Germany; 20 June 2018 through 22 June 2018, ISBN: 978-373699545-1, ISSN: 21555753. Available at: https://www.scopus.com/record/display.uri?eid=2-s2.0-85053602112&origin=resultslist&sort=plf-f&src=s&st1=Kabakchieva%2c+D.&st2=&sid=354f8777cf518060334d5c01b4c5e361&sot=b&sdt=b&sl=28&s=AUTHOR-NAME%28Kabakchieva%2c+D.%29&relpos=3&citeCnt=0&searchTerm=
  10. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, K., Rohling, H., Kulpa, K., Yarovoy, A. (2018). Separation of GPS signals in FSR system. International Microwave and Radar Conference, MIKON 2018, 14-17 May 2018, Poznan, Poland, pp. 194-198, ISBN: 978-839494211-3. Available at: https://www.scopus.com/record/display.uri?eid=2-s2.0-85050751218&origin=resultslist&sort=plf-f&src=s&st1=Kabakchieva%2c+D.&st2=&sid=354f8777cf518060334d5c01b4c5e361&sot=b&sdt=b&sl=28&s=AUTHOR-NAME%28Kabakchieva%2c+D.%29&relpos=4&citeCnt=0&searchTerm=
  11. Kabakchiev, H., Behar, V., Garvanov, I., Kabakchieva, D., Garvanova, M, Rohling, H. (2018). Air target detection in pulsar FSR system. Proceedings of the 5th International Conference on Engineering and Telecommunication, EnT-MIPT 2018, Moscow15-16 Nov 2018, ISBN 978-172810431-7, pp.108-112, DOI: 10.1109/EnT-MIPT.2018.00031. Available at: https://ieeexplore.ieee.org/document/8757396
  12. Kabakchiev, C., Kabakchieva, D., Garvanov, I., Behar, V., Kabakchiev, K., Rohling, H., Kulpa, K., Yarovoy, A. (2017). Data Mining Classification of Cars Based on GPS Shadows in Forward Scatter Radar Systems. 18th International Radar Symposium (IRS 2017), 28-30 June 2017, Prague, Czech Republic, pp.1-9. Available at: http://ieeexplore.ieee.org/document/8008217/
  13. Kabakchiev, C., Garvanov, I., Behar, V., Kabakchieva, D., Kabakchiev, K., Dimitrov, K., Rohling, H., Kulpa, K., Yarovoy, A. (2017). Experimental parameter estimation of vehicles GPS shadows by Forward scattering systems. 18th International Radar Symposium (IRS 2017), 28-30 June 2017, Prague, Czech Republic, pp. 1-7, doi: 10.23919/IRS.2017.8008216. Available at: https://ieeexplore.ieee.org/document/8008216/
  14. Kabakchiev, C., Behar, V., Garvanov, I., Kabakchieva, D., Kabakchiev, A., Rohling, H., Bentum, M., Fernandes, J. (2017). Air target detection using pulsar FSR. 18th International Radar Symposium (IRS 2017), 28-30 June 2017, Prague, Czech Republic, pp.1-7. Available at: https://ieeexplore.ieee.org/document/8008187/
  15. Kabakchiev, C., Behar, V., Garvanov, I., Kabakchieva, D., Bentum, M., Fernandes, J. (2017). Improvement in SNR of signal detection using filtering in pulsar-based navigation systems. 18th International Radar Symposium (IRS 2017), 28-30 June 2017, Prague, Czech Republic, pp.1-10. Available at: https://ieeexplore.ieee.org/document/8008258/
  16. Kabakchiev, C., Behar, V., Buist, P., Garvanov, I., Kabakchieva, D., Kabakchiev, A., Rohling, H., Bentum, M., Fernandes, J. (2017). Feasibility of asteroid detection using pulsar FSR-network. 2017 Signal Processing Symposium (SPSympo 2017), 12-14 Sept. 2017, Jachranka, Poland. Available at: https://ieeexplore.ieee.org/document/8053661/
  17. Stefanova, K., Kabakchieva, D. (2017, 2018 in Scopus). Educational Data Mining Perspectives Within University Big Data Environment. 23rd ICE/ITMC Conference, 27-29 June 2017, Madeira Island, Portugal, ICE/ITMC 2017 – Proceedings, Volume 2018-January, 2 February 2018, pp.264-270, DOI: 10.1109/ICE.2017.8279898. Available at: https://ieeexplore.ieee.org/document/8279898
  18. Kabakchiev, C., Kabakchiev, K., Garvanov, I., Behar, V., Kulpa, K., Rohling, H., Kabakchieva, D., Yarovoy, A. (2016). Experimental verification of target shadow parameter estimation in GPS FSR (Conference Paper). Proceedings of 17th International Radar Symposium, IRS 2016; Krakow; Poland; 10-12 May 2016, Volume 2016-June, pp.1-5. Available at: https://ieeexplore.ieee.org/document/7497337/
  19. Kabakchiev C., I. Garvanov, V. Behar, D. Kabakchieva, K. Kabakchiev, H. Rohling, K. Kulpa, A. Yarovoy (2015). Signal Processing of GPS Radio Shadows Formed by Moving Targets. Proc. of the Signal Processing Symposium SPS-2015, 10-12 June, Debe, Poland, 2015.
  20. Kabakchiev C., V. Behar, P. Buist, I. Garvanov, D. Kabakchieva, M. Bentum (2015). Time of Arrival Estimation in Pulsar Based Navigation Systems. Proc. of the Signal Processing Symposium SPS-2015, 10-12 June, Debe, Poland, 2015. Available at: https://ieeexplore.ieee.org/document/7168287/
  21. Kabakchiev C., I. Garvanov, V. Behar, D. Kabakchieva, K. Kabakchiev, H.Rohling, K. Kulpa, A. Yarovoy (2015). The Study of Target Shadows Using Passive FSR Systems. Proc. of the International Radar Symposium IRS-2015, June 24 – 26, 2015, Dresden, Germany, pp.628-631, ISBN: 978-3-95404-853-3, 2015.
  22. Kabakchiev A., C. Kabakchiev, V. Behar, I. Garvanov, D. Kabakchieva (2015). Joint CFAR Detection and Parameter Estimation of Different Marine Targets using Forward Scatter Radar. Proc. of the International Radar Symposium IRS-2015, June 24 – 26, 2015, Dresden, Germany, pp. 640-645, ISBN: 978-3-95404-853-3, 2015.
  23. Kabakchiev, C., Garvanov, I., Behar, V., Kabakchieva, D., Kabakchiev, K., Rohling, H., Kulpa, K., Yarovoy, A. (2015). Detection and classification of objects from their radio shadows of GPS signals (Conference Paper). Proceedings оf 16th International Radar Symposium, IRS 2015; Dresden; Germany; 24-26 June 2015, Volume 2015-August, 26 August 2015, Article number 7226336, pp.906-911.
  24. Kabakchiev, C., Behar, V., Buist, P., Heusdens, R., Garvanov, I., Kabakchieva, D., Gaubitch, N., Bentum, M. (2015). Detection and estimation of pulsar signals for navigation (Conference Paper). Proceedings of 16th International Radar Symposium, IRS 2015; Dresden; Germany; 24-26 June 2015, pp.688-693.
  25. Kabakchiev C., I. Garvanov, V. Behar, D. Kabakchieva (2015). The Experimental Study of Moving Targets Radio Shadows using GPS Signals. Proc. Of the Sixth International Conference on Sensor Device Technologies and Applications SENSORDEVICES 2015, August 23 – 28, 2015, Venice, Italy, ISSN: 2308-3514, ISBN: 978-1-61208-426-8, pp. 138-141, 2015.
  26. Kabakchiev C., V. Behar, I, Garvanov, D. Kabakchieva, H. Rohling (2014). Detection, Parametric Imaging and Classification of Very Small Marine Targets Emerged in Heavy Sea Clutter Utilizing GPS-Based Forward Scattering Radar. Proc. Of the 39th International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014, Florence, Italy, May 4-9, pp. 793-797, 2014.
  27. Kabakchiev, C., Behar, V., Buist, P., Garvanov, I., Kabakchieva, D., Gaubitch, N., Bentum, M. (2014). Study of CFAR algorithms for signal Acquisition in Radio pulsar-based navigation (Conference Paper). Proceedings of the 21st Saint Petersburg International Conference on Integrated Navigation Systems, ICINS 2014; Saint Petersburg; Russian Federation; 26-28 May 2014, pp. 186-194.
  28. Kabakchieva, D., Kabakchiev, H., Behar, V., Garvanov, I. (2013). FSR Marine Target Classification with Data Mining Approach. Conference Proceedings of the Second International Conference on Telecommunications and Remote Sensing (ICTRS’13), 11-12 July 2013, Noordwijkerhout, the Netherlands, pp.145-152
  29. Behar, V., Kabakchiev, Chr., Garvanov, I., Kabakchieva, D., Daniel, L., Gashinova, M., Cherniakov, M. (2012). Sub-optimal signal processing in marine forward scatter radar (Conference Paper). Proceedings of the IET International Conference on Radar Systems, Radar 2012; Glasgow; United Kingdom; 22-25 October 2012, IET Conference Publications, Volume 2012, Issue 603 CP, 2012, Article number 1571.
  30. Kabakchiev, H., Kabakchieva, D., Garvanov, I., Behar, V., Kabakchiev, A. (2012). Forward Scatter Radar Detection and Estimation of Marine Targets. Conference Proceedings of the 13th International Radar Symposium (IRS 2012), 23-25 May 2012, Warsaw, Poland, pp.531-536.
  31. Kabakchiev, H., Kabakchieva, D., Behar, V., Garvanov, I. (2012). Marine Target Classification and Parameter Estimation using Forward Scattering Radar. Conference Proceedings of the 13th International Radar Symposium (IRS 2012), 23-25 May 2012, Warsaw, Poland, pp.537-540.
  32. Kabakchiev, H., Kabakchieva, D., Garvanov, I., Behar, V., Kabakchiev, A. (2012). Forward Scatter Radar Detection and Estimation of Marine Targets. Conference Proceedings of the 13th International Radar Symposium (IRS 2012), 23-25 May 2012, Warsaw, Poland, pp.531-536.
  33. Kabakchiev, H., Kabakchieva, D., Behar, V., Garvanov, I. (2012). Marine Target Classification and Parameter Estimation using Forward Scattering Radar. Conference Proceedings of the 13th International Radar Symposium (IRS 2012), 23-25 May 2012, Warsaw, Poland, pp.537-540.
  34. Kabakchiev, H., Kabakchieva, D., Cherniakov, M., Gashinova, M., Behar, V., Garvanov, I. (2011). Maritime Target Detection, Estimation and Classification in Bistatic Ultra Wideband Forward Scattering Radar. Conference Proceedings of the International Radar Symposium (IRS 2011), 7-9 September 2011, Leipzig, Germany, pp.79-84.
  35. Kabakchieva, D., Stefanova, K., Kisimov, V. (2011). Analyzing University Data for Determining Student Profiles and Predicting Performance. Conference Proceedings of the 4th International Conference on Educational Data Mining (EDM 2011), 6-8 July 2011, Eindhoven, The Netherlands, pp.347-348 (ISBN: 978-90-386-2537-9).
  36. Anguelieva, K., Kabakchieva, D., Gourova, E. (2011). Barriers for Industry-Academia Collaboration in Bulgaria. Conference Proceedings of the 4th International Conference for Entrepreneurship, Innovation and Regional Development (ICEIRD 2011), 5-7 May 2011, Ohrid, Macedonia, pp.32-38.
  37. Kabakchieva, D., Stefanova, K. (2011). Data Mining Approach for Analyzing Student Profiles to Improve the University Marketing Policy. Conference Proceedings of the 7th Future Business Technology Conference (FUBUTEC’2011), 18-20 April 2011, London, UK, ISBN/EAN 978-90-77381-61-8, 17-21.
  38. Stefanova, K., Kabakchieva, D., Nikolov, R. (2010). Identity Management Architecture Design for Cross-Border eGovernment Services. Conference Proceedings of the 10th European Conference on e-Government (ECEG 2010), 17-18 June 2010, National Centre for Taxation Studies, University of Limerick, Ireland, pp.367-375.
  39. Kabakchiev, H., Garvanov, I., Daskalov, P., Donkov, P., Kabakchieva, D. (2010). Comparison of Target Detection Schemes in Dopler Radar with PSK Signals. 13th European Microwave Week 2010 (EuMW2010), Conference Proceedings of European Radar Conference (EuRAD) 2010, Paris, September 28 – 30, 2010, pp.268-271.
  40. Kabakchiev, Chr., Behar, V., Rohling, H., Garvanov, I., Kyovtorov, V., Kabakchieva, D. (2010). Analysis of Multi-Sensor Radar Detection Based on the TBD-HT Approach in ECM Environment. IEEE National Radar Conference Proceedings, 10-14 May 2010, Washington DC, USA, pp.651-656. Available at: https://ieeexplore.ieee.org/document/5494542/
  41. Stefanova, K., Kabakchieva, D., Nikolov, R., Kissimov, V (2009). Collaborative Environment Development and Assessment. Conference Proceedings of IADIS International Conference e-Society 2009, 25-28 February 2009, Barcelona, Spain, Conference Proceedings (ISBN: 978-972-8924-78-2), pp.135-140.
  42. Kabakchieva, D., Stefanova, K., Nikolov, R. (2009). SMEs Network Processes Harmonization and Collaborative Environment Development. Conference Proceedings of 2nd International Conference on Entrepreneurship, Innovation and Regional Development (ICEIRD 2009), 24-25 April 2009, Thessaloniki, Greece, Conference Proceedings (ISBN: 978-960-89629-9-6), pp.406-414.
  43. Stefanova, K., Kabakchieva, D., Nikolov, R. (2009). European eGovernment IdM Architecture Design and Evaluation. Conference Proceedings of 9th European Conference on e-Government (ECEG 2009), 29-30 June 2009, London, UK, Conference Proceedings (ISBN: 978-906638-34-4 CD), pp.602-610.
  44. Kabakchieva, D., Stefanova, K., Nikolov, R. (2008). Enterprise Interoperability Value Proposition: A Practical Case Analysis. Conference Proceedings of the 14th International Conference on Concurrent Enterprising (ICE 2008), Lisbon, Portugal, 23-25 June 2008, Conference Proceedings, pp.899-906 (ISBN: 978-0-85358-244-1).
  45. Kabakchieva, D., Stefanova, K., Nikolov, R., Kissimov, V. (2008). Interoperable Management Conceptual Architecture for EU eGovernment Services. Conference Proceedings of the 2nd International Conference on Methodologies, Technologies and Tools enabling e-Government (MeTTeG 2008), 25-26 September 2008, Ionian University, Corfu, Greece, Conference Proceedings, pp.13-22.
  46. Stefanova, K., Kabakchieva, D., Spassov, K. (2006). Circle of Trust for Identity Management eGovernment Infrastructure. Conference Proceedings of the 2006 European Conference on eGovernment (ECEG), 27-28 April 2006, Marburg, Germany, pp.401-410.
  47. Stefanova, K., Nikolov, R., Kabakchieva, D. (2006). Development Perspectives and Challenges for the Bulgarian eGovernment within the EU Context. Conference Proceedings of the 1st International Conference on Future Challenges and Current Issues in Business Information, Organization and Process Management (BIOPoM), 29 June 2006, Westminster Business School, London, UK, pp.154-167.
  48. Stefanova, К., Kabakchieva, D., Borthwick, L. (2005). GUIDE Open Identity Management Architecture Design – Key Contribution to the Further Advancement of eGovernment throughout Europe. Conference Proceedings of the ECEG European Conference on eGovernment, 16-17 June 2005, Antwerp, Belgium, pp.377-386 (ISBN-10: 1905305001, ISBN-13: 978-1905305001).
  49. Stefanova, К., Kabakchieva, D., Borthwick, L. (2005). User Involvement in Identity Management eGovernment Architecture Development. Conference Proceedings of the International Workshop “User Iinvolvement in eGovernment Projects”, arranged as part of the International Conference on Human-Computer Interaction, Interact 2005, 12 September 2005, Rome, Italy, pp.37-42.

Доклади на международни конференции, проведени в България/Publications in Conference Proceedings of International Conferences in Bulgaria

  1. Yordanova, S., & Kabakchieva, D. (2022). Employee turnover reduction by analyzing textual data with SPARK. Paper presented at the AIP Conference Proceedings, , 2570 doi:10.1063/5.0099629. Available at: https://aip.scitation.org/doi/abs/10.1063/5.0099629
  2. Kabakchieva, D., Stefanova, K., Kisimov, V., Nikolov, R. (2010). Research Phases of University Data Mining Project Development. Conference Proceedings of the Second International Conference on Software, Services and Semantic Technologies (S3T), 11-12 Sept. 2010, Varna, Bulgaria, pp.231-239.
  3. Kabakchieva, D. (2009). Business Intelligence Applications and Data Mining Methods in Telecommunications: A Literature Review. Conference Proceedings of the International Conference on Software, Services and Semantic Technologies (S3T) (ISBN 978-954-9526-62-2), 28-29 October 2009, Sofia, Bulgaria, pp.226-233.
  4. Kabakchieva, D., Stefanova, K., Popchev, I., Nikolov, R. (2007). Design and Implementation of Collaborative Platform for Extended Enterprises. Conference Proceedings of the 3rd Balkan Conference in Informatics (BCI’2007), 27-29 September 2007, Sofia, Bulgaria, Conference Proceedings, Vol.1, pp.343-354 (ISBN 978-954-9526-42-4).
  5. Kabakchieva, D., Popchev, I. (2006). Business Intelligence Initiatives – Valuable Opportunity and Great Challenge. Conference Proceedings of the International Workshop “Distributed Computer and Communication Networks”, 30 Oct–2 Nov 2006, Sofia, Bulgaria, organized by the Russian Academy of Sciences and the Bulgarian Academy of Sciences, pp.254-263.

Доклади на университетски конференции с международно участие/Publications in Conference Proceedings of University Conferences

  1. Yanchev, H., Kabakchieva, D. (2024). Customer Churn Prediction in Telco Industry Using Artificial Neural Networks. Proceedings of Scientific Conterence „Innovative Information Technlogies for Economy Digitalization“ (IITED 2024), pp.323-331. Available at: https://www.unwe.bg/doi/iited/2024/IITED.2024.42.pdf
  2. Yanchev, H., & Kabakchieva, D. (2020). Data mining methods and techniques used for data analysis in the telecommunications sector. In 8th [Eight] International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE – 2018), October 18-20th, 2018, UNWE, Sofia, Bulgaria (234-238). Sofia: Publishing Complex – UNWE. ISSN (online) 2367-7643. Retrieved from http://icaictsee.unwe.bg/past-conferences/ICAICTSEE-2018.pdf
  3. Stefanova, K., Kabakchieva, D. (2019). Challenges and Perspectives of Digital Transformation. Conference Proceedings of International Conference on Information and Communication Technologies in Business and Education, 18 Oct 2019, Varna, Bulgaria, pp.13-23. Available at: https://ideas.repec.org/a/vrn/katinf/y2019i1p13-23.html
  4. Yanchev, H., Kabakchieva, D. (2018). Data mining methods and techniques used for data analysis in the telecommunications sector. 8th International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE – 2018), October 18-20th, 2018, UNWE, Sofia, Bulgaria
  5. Йорданова, С., Кабакчиева, Д., Стефанова, К. (2017). Подпомагане управлението на репутацията в интернет чрез извличане на знания от социалните мрежи. Националната научна конференция на тема “Насоки и проблеми на приложението на статистиката, информационните технологии и математиката в социално-икономическата област”, 1 декември 2017 г., УНСС, София.
  6. Tzaneva, M., Kabakchieva, D. (2016). Implementation of Data Driven Calculation of Merchant Service Fees and Commissions Approach for an Acquiring Bank. 6th International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE – 2016), December 2-3rd, 2016, UNWE, Sofia, Bulgaria.
  7. Кабакчиева, Д. Стефанова, К. (2016). Насоки за развитие на системите за управление на бизнес резултатност. Юбилейна научна конференция „Предизвикателства пред информационните технологии в контекста на „Хоризонт 2020″“, 7 октомври 2016г., Свищов.
  8. Стефанова, К., Кабакчиева, Д. (2016). Big Data модел за управление на университетски данни. Юбилейна научна конференция „Предизвикателства пред информационните технологии в контекста на „Хоризонт 2020″“, 7 октомври 2016г., Свищов.
  9. Kabakchieva, D. (2015). Analyzing Student Data with Data Mining Methods and Techniques. KIS Journal of Knowledge Society, Special Issue No.1, January 201dedicated to International Scientific and Technical Conference “Engineering. Technologies. Education. Security”, 28-29 May 2015, Veliko Tarnovo, Bulgaria, pp.9-12.
  10. Stefanova, K., Kabakchieva, D. (2015). Big Data Logical Architecture and Strategy Conference Proceedings of the International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE 2015), 13-14 November 2015, Sofia, Bulgaria, pp.631-637 (ISSN 2367-7635 (PRINT) ISSN 2367-7643 (ONLINE))
  11. Кабакчиева, Д., Стефанова, К. (2015). Анализ на данните за студентите чрез използване на Бизнес интелигентни системи и средства за извличане на знания. Сборник с доклади от научна конференция „Приложение на математиката, статистиката и информационните технологии за моделиране на икономически и бизнес процеси“, 8 октомври 2015, УНСС, София.
  12. Kabakchieva, D., Stefanova, K., (2014). Knowledge Extraction by Analyzing Student Data with Business Intelligence and Data Mining Tools. Conference Proceedings of the International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE 2014), 24-25 October 2014, UNWE, Sofia, Bulgaria, pp.547-552 (ISSN 2367-7635 (PRINT) ISSN 2367-7643 (ONLINE)).
  13. Stefanova, K., Kabakchieva, D. (2014). Main Principles of Analysing and Managing Big Data. Conference Proceedings of the International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE 2014), 24-25 October 2014, UNWE, Sofia, Bulgaria, pp.536-541 (ISSN 2367-7635 (PRINT) ISSN 2367-7643 (ONLINE)).
  14. Кабакчиева, Д., Стефанова, К. (2014). Принципи на приложение на бизнес интелигентни системи за целите на образованието. Сборник с доклади на Международна научна конференция „Информационните технологии в бизнеса и образованието“, 17 октомври 2014г., Икономически университет – Варна, България, стр.235-243 (ISBN 978-954-21-0780-4).
  15. Kabakchieva, D., Stefanova, K., Yordanova, S. (2013). Latest Trends in Business Intelligence System Development. Conference Proceedings of the International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE 2013), 6-7 Dec. 2013, UNWE, Sofia, Bulgaria, pp.212-217 (ISBN 978-954-644-586-5).
  16. Yordanova, S., Stefanova, K., Kabakchieva, D. (2013). Enhancing Business Intelligence with Sentiment Analysis. Conference Proceedings of the International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE 2013), 6-7 Dec. 2013, UNWE, Sofia, Bulgaria, pp. 218-223 (ISBN 978-954-644-586-5).
  17. Stefanova, K., Kabakchieva, D., Yordanova, S. (2013). Opportunities for Business Intelligence in a Cloud. Conference Proceedings of the International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE 2013), 6-7 Dec. 2013, UNWE, Sofia, Bulgaria, pp.693-698 (ISBN 978-954-644-586-5).
  18. Stefanova, K., Kabakchieva, D. (2012). Management Requirements for Business Intelligent Project Development. Conference Proceedings of the International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE 2012), 5-6 Oct. 2012, UNWE, Sofia, Bulgaria, 202-207 (ISBN 978-954-92247-4-0).
  19. Kabakchieva, D., Stefanova, K. (2012). Applying Data Mining Methods and Techniques for Student Data Analysis. Conference Proceedings of the International Conference on Application of Information and Communication Technology and Statistics in Economy and Education (ICAICTSEE 2012), 5-6 Oct. 2012, UNWE, Sofia, Bulgaria, pp.208-215 (ISBN 978-954-92247-4-0).
  20. Stefanova, K., Kisimov, V., Kabakchieva, D., Velikov, I. (2010). Main Directions and Tools for Agile Corporate Performance Management. Conference Proceedings of the International Conference on “Communications, Information Technologies and Statistics: Current Theoretical and Practical Challenges”, University of National and World Economy, 8-9 Oct 2010, Sofia, Bulgaria.
  21. Кабакчиева, Д., Стефанова, К. (2011). Основни принципи и насоки в развитието на технологиите за бизнес интелигентност и управление на бизнес процеси. Сборник доклади на Международната научна конференция „Приложението на ИКТ в икономиката и образованието”, 2-3 Декември 2011г., УНСС, София, стр.483-490.
  22. Кабакчиева, Д., Стефанова, К., Кисимов, В. (2010). Извличане на закономерности от данни – нови приложения за ефективно функциониране и управление на университетите. Сборник доклади на Международна научна конференция „Системи за управление на бизнеса в МСП”, 23-24 Април 2010, Свищов, стр.54-59.
  23. Kabakchieva, D. (2009). Data Mining Methods and Techniques for Increasing Customer Lifecycle Value. Conference Proceedings of International Conference on Information Technologies in Business Management, 16-17 October 2009, Varna, Bulgaria, Conference Proceedings, pp.276-282.
  24. Stefanova, K., Tsaneva, M. Murdjeva, A., Kabakchieva, D., Velikov, I. (2009). Business Intelligence Ecosystems for SMEs. International Conference on Information Technologies in Business Management. Conference Proceedings of International Conference on Information Technologies in Business Management, 16-17 October 2009, Varna, Bulgaria, Conference Proceedings, pp.233-238.
  25. Kabakchieva, D. (2009). Application of Data Mining Methods for CRM Improvement (in Bulgarian). Conference Proceedings of the International Conference on “Applied Informatics and Statistics – Modern Approaches and Methods”, 25-26 September 2009, Ravda, Bulgaria.
  26. Kabakchieva, D., Stefanova, K. (2007). Design and Development of an Extended Enterprise Model. Conference Proceedings of the International Scientific Conference “Challenges of Economic Science and Practice in the EU Integration Process”, 18-19 October 2007, Nis. FACTA UNIVERSITATIS, Series Economics and Organization, Vol. 4, No.1, 2007, pp.61-68 (ISSN 0354 – 4699).
  27. В. Кисимов, К. Стефанова, М. Цанева, Ал. Мурджева, Д. Кабакчиева (2007). Проектиране на център за компетентност по бизнес интелигентност. „Бизнес информатика” – сборник доклади от международна научна конференция, УНСС, Катедра „Информатика”, 2007г., стр.86-99.
  28. Kabakchieva, D., Stefanova, K., Popchev, I. (2006). Measuring the Value of a Business. Conference Proceedings of the International Scientific Conference “The Lisbon Strategy and the Competitiveness of the Bulgarian Economy”, University of National and Worldwide Economy, 13 October 2006, Sofia, Bulgaria. Conference Proceedings, pp.17-21.

Монографии/Monographs

  1. Дорина Кабакчиева, «Приложение на бизнес интелигентни системи и средства за извличане на знания: Подпомагане взимането на управленски решения в образованието, телекомуникациите и при управление на взаимоотношенията с клиенти», ISBN 978-954-334-177-1, София, 2015г.
  2. Stefanova, K., & Kabakchieva, D. (2020) Compendium of good practices of collaboration among higher education, research and business in the logistic area. In Enhancing collaboration in Logistic Knowledge Triangle: an European analysis, Ed. by S. Scipioni, F. Niccolini, & M. Giannini; Pisa: Pisa University Press. ISBN 978-88-3339-179-3. Retrieved from https://arpi.unipi.it/retrieve/handle/11568/1044824/605618/Enhancing_collaboration_logistics_knowledge_triangle_Scipioni_Niccolini_Giannini_compressed.pdf

Дисертация за присъждане на образователна и научна степен „Доктор“/PhD Thesis

Тема: „Изследване на Data Mining модели за класификация“, защитена на 08.03.2013г. в ИИКТ-БАН

Научноизследователски проекти/Research Projects

Международни проекти с европейско финансиране/European Projects

  1. ERASMUS+ PROGRAMME, Digital4ME: Digital Readiness in Emerging Technologies for MicroEntrepreneurs, Partnership Agreement No.2023-1-BG01-KA220-VET-000151583/KA220-VET-71/11.10.2023
  2. “National Competence Centres in the framework of EuroHPC Phase 2” (EuroCC2), Grant Agreement № 101101903
  3. Erasmus+ 2021-2027, Strategic Partnerships, Key Action 2, Project No.2021-2-PL01-KA220-VET-000049069, Too Good To Go – Waste Free Economy Transformation for SMEs (2Good2Go)
  4. ERASMUS+ PROGRAMME, KA220-YOU – Cooperation partnerships in youth, Project No.2021-1-BG01-KA220-YOU-000028778, ruraLAB 3.0: Fostering Empowerment of Young People in Rural Areas Through Social Entrepreneurship and Employment
  5. Horizon 2020, EUROCC: National Competence Centres in the framework of EuroHPC” (EuroCC), Grant Agreement №.951732
  6. ERASMUS+, KA2: Cooperation for innovation and the exchange of good practices – Knowledge Alliances, 600834-EPP-1-2018-1-MT-EPPKA2-KA, DIFME: Digital Internationalisation and Financial Literacy Skills for micro entrepreneurs (2019-2021)
  7. Абритес
  8. ERASMUS+, КА2 Cooperation for Innovation and the Exchange of Good Practices, KA204 Strategic Partnerships for adult education, 2018-1-BG01-KA204-047923, DigiFInd: Enhance Adult Learners Digital Skills for Furniture Industry (2018-2021)
  9. ERASMUS+, Cooperation for innovation and the exchange of good practices, Strategic partnership for higher education, Project No.2016-1-IT02-KA203-024565, FRAMELOG: European Framework for “Knowledge Triangle” in the Logistics Sector (2016-2019).
  10. ERASMUS+, Cooperation for innovation and the exchange of good practices, Strategic Partnerships for school education. Project N2015-1-IT02-KA201-015005, I SECURE: Empowering education systems in information security (2015-2018).
  11. FP7-AAT-2012-RTD-L0 No.335063, PulsarPlane: Worldwide Air Transport Operations (2013-2015)
  12. 2012-2014: 526749-LLP-1-2012-1-PT-LEONARDO-LMP, QUADRO: QUAlity Development Roadmap for training in the Financial Services Sector
  13. 2010-2013: FP7-ICT-2009-4, ICT-248583, UNITE: UpgradiNg ICT excellence by strengthening cooperation between research Teams in an enlarged Europe
  14. 2009-2011: FP7-COH-2007-2.2-OMC-NET, No.234629, I-SEEMob: Inter-sectoral Mobility of Researchers in South-Eastern Europe
  15. 2008-2011: FP7-REGPOT-2007-1, Nо.205030: SISTER-EU, Strengthening the IST Research Capacity of Sofia University
  16. 2006-2008: FP6 IST – 027282 Project E4: Extended Enterprise management in Enlarged Europe
  17. 2005-2008: SCOPES 2005 – 2008 Programme, Joint Research Project funded by the Swiss National Science Foundation, REGEBLab: Research and Competency e-Government and e-Business Lab Development Project
  18. 2007-2008: Phare Programme, BG 2005/017-353.10.06/ESC/G/TTO–01: Establishment of Technology Transfer Office in Sofia University “St. Kliment Ohridski”
  19. 2004-2007: FP6 IP IST-2003- 507498 Project GUIDE: Creating an European Identity Management Architecture for eGovernment
  20. 2005-2006: FP6 SSA 016020 ATVN-EU-GP: Academic Internet Television Showcases the Best of Good Practice Activities,
  21. 2004-2006: Minerva (Socrates) 224269-CP-1-2005-CY-Minerva-M Project, VEBS: Virtual European Banking School

Проекти с национално финансиране и международни екипи/National Projects with  international teams

  1. 2010-2013: Проект по Фонд „Научни изследвания” No.ДДВУ02/50/20.12.2010г. на СУ ”Св. Кл. Охридски” – НИС – „Разработка на програмна система за изследване и проектиране на радио мрежи, базирани на радиотехники за разпространение на сигнали „напред”, за лоциране на движещи се обекти на фона на море и електронни смущения с цел защита на морски зони и граници”
  2. 2010-2012: Проект по Фонд „Научни изследвания” No.ДКОФ7РП02/23/26.11.2010г. на СУ ”Св. Кл. Охридски” – НИС – „Strengthening the IST Research Capacity of Sofia University”
  3. 2009-2013: Проект по Фонд „Научни изследвания” No.ДТК02/28/17.12.2009г. на ИИТ-БАН – „Откриване, оценка на параметрите на слаби GPS сигнали и подобряване на ефективността на системата чрез подтискане на радиочестотните смущения и намаляване на навигационната грешка”

Проекти с национално финансиране и български екипи/National projects

  1. 2021–2027: Програма „Научни изследвания, иновации и дигитализация за интелигентна трансформация“, Процедура BG16RFPR002-1.014 „Устойчиво развитие на Центрове за върхови постижения и Центрове за компетентност, в т.ч. и на конкретни инфраструктури или техни обединения от НПКНИ“, Проект №BG16RFPR002-1.014-0013 „Дигитализация на икономиката в среда на Големи данни“ (ДИГД2)
  2. 2018-2023: Оперативна програма „Наука и образование за интелигентен растеж“ – „Изграждане и развитие на центрове за компетентност“, Проект BG05M2OP001-1.002-0002 Дигитализация на икономиката в среда на Големи данни (ДИГД)
  3. 2009-2013: Проект № BG051PO001-2.1.06/23.10.2009г. „Разработване и внедряване на информационна система за оценка на компетенциите на работната сила по браншове и региони”, Българска стопанска камара, по Оперативна програма „Развитие на човешките ресурси” 2007-2013
  4. Проект BG051PO001-3.1.09-0024: „С лице към новите предизвикателства на времето: модерна система за кариерно развитие на преподавателския състав на Университета за национално и световно стопанство“ (2013-2014)
  5. Проект BG051РО001-3.1.07-0059: “Актуализиране на учебните планове и програми в ОКС „бакалавър“ за професионално направление „Икономика“ в съответствие с потребностите на пазара на труда за изграждане икономика, основана на знанието“, Оперативна програма „Развитие на човешките ресурси“ (2007-2013)

Университетски проекти/University Projects

Университетски проект № НИД НИ 2 – 1/2012г., финансиран от УНСС-НИД, на тема „Създаване на профил на студента в УНСС чрез средствата на Data Mining”.

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