Секция „Моделиране и оптимизация"
Институт по информационни и комуникационни технологии

Гл.ас. д-р Кристина Динева

4. Природни науки, математика иинформатика
4.6 Информатика и компютърни науки
(01.01.12 Информатика)
Английски

• 2020 г. - Доктор (Информатика) - Институт по информационни и комуникационни технологии - БАН, София
• 2016 г. – Нов Български Университет – София, магистър "Софтуерни технологии в интернет"

Главен асистeнт

Тема на дисертацията: Интегриране на хетерогенни данни от разпределени IoT устройства

1. Dineva, K., Atanasova, T.. Design of Scalable IoT Architecture based on AWS for Smart Livestock. Animals, 11, 9, MDPI, 2021, ISSN:2076-2615, DOI:https://doi.org/10.3390/ani11092697, 2697 Q1
2. Dineva, K., Atanasova, T., Architectural ML Framework for IoT Services Delivery Based on Microservices. V. M. Vishnevskiy et al. (Eds.): DCCN 2020, LNCS 12563, 12563, Springer Nature Switzerland AG, 2020, DOI:10.1007/978-3-030-66471-8_53, 14, 698-711. SJR (Scopus):0.427 Q2
3. Dineva, K., Atanasova, T., Machine Learning Solution for IoT Big Data. 20th International Multidisciplinary Scientific Geoconference SGEM 2020, 18-24 Albena, Bulgaria, Conference Proceedings of Selected Papers, 2.1, SGEM World Science (SWS) Society, Austria, 2020, ISBN:978-619-7603-06-4, ISSN:1314-2704, DOI:https://doi.org/10.5593/sgem2020/2.1/s07.027, 207-214. SJR (Scopus):0.232 Q4
4. Dineva, K., Atanasova, T., Systematic Look at Machine Learning Algorithms - Advantages, Disadvantages and Practical Applications. 20th International Multidisciplinary Scientific Geoconference SGEM 2020, 18-24 Albena, Bulgaria, Conference Proceedings of Selected Papers, 2.1, SGEM World Science (SWS) Society, Austria, 2020, ISBN:978-619-7603-06-4, ISSN:1314-2704, DOI:https://doi.org/10.5593/sgem2020/2.1/s07.041, 317-324. SJR (Scopus):0.232 Q4
5. Dineva, K., Atanasova, T., Methodology for Data Processing in Modular IoT System. Distributed Computer and Communication Networks, 22-st International Conference, DCCN 2019, Springer Nature Switzerland AG 2019. V. M. Vishnevskiy et al. (Eds.): DCCN 2019, LNCS 11965, pp. 457–468, 2019. https://doi.org/10.1007/978-3-030-36614-8_35 SJR (Scopus):0.427, Q2
6. Dineva, K., Atanasova, T., Integrated Systems With Embedded Sensors for Digital Agriculture. 19th International Multidisciplinary Scientific GeoConference SGEM 2019, 19, 6.1, SGEM, 2019, ISBN:978-619-7408-88-1, ISSN:1314-2704, pp. 761-768. SJR (Scopus):0.232 Q4
7. Dineva, K., Atanasova, T., Regression Analysis on Data Received from Modular IoT System. Proc. European Simulation and Modelling Conference ESM’2019, EUROSIS-ETI, ISBN: 978-9492859-09-9, pp. 114-118, 2019 (Scopus)
8. Dineva, K., Atanasova, T.: Security in IoT Systems. Proceedings 19th International Multidisciplinary Scientific Geoconference SGEM 2019, 19, 2.1, International Multidisciplinary Scientific Geoconference SGEM, 2019, ISBN:978-619-7408-79-9, ISSN:1314-2704, DOI:10.5593/sgem2019/2.1, 576-577. SJR (Scopus):0.232 Q4
9. Dineva, K., Atanasova, T.: ICT-based Beekeeping using IoT and Machine Learning, Distributed Computer and Communication Networks, 21-st International Conference, DCCN 2018, Revised Selected Papers, Vladimir Vishnevskiy, Dmitry Kozyrev (Eds.), Springer, Communications in Computer and Information Science (CCIS). 919, Springer, 2018, ISBN:978-3-319-99446-8, ISSN:1865-0929, DOI:https://doi.org/10.1007/978-3-319-99447-5, 132-143. SJR:0.188 Q3
10. Dineva, K., Atanasova, T. Applying machine learning against beehives dataset. 18-th International Multidisciplinary Scientific Geoconference - SGEM 2018, 18, 6.2, SGEM 2018, 2018, ISBN:978-619-7408-51-5, ISSN:1314-2704, DOI:10.5593/sgem2018/6.2, 35-42. SJR:0.232 Q4
11. T.D. Balabanov, I.I. Blagoev, K.I. Dineva, Self Rising Tri Layers MLP for Time Series Forecasting, Distributed Computer and Communication Networks, 21-st International Conference, DCCN 2018, Revised Selected Papers, V. Vishnevskiy, D. Kozyrev (Eds.), Springer, 2018, Communications in Computer and Information Science (CCIS) 919, ISBN:978-3-319-99446-8, ISSN:1865-0929, pp. 577-584. SJR:0.17
12. Kristina Dineva, Tatiana Atanasova, Подходи и методи за анализ и обработка на данните в мониторингова система за пчелни кошери, Годишник на департамент „Телекомуникации“, NBU, 2018, ISSN: 2534-854 X (online) No: 5, pp. 37-46.
13. Dineva, K., Atanasova, T. OSEMN process for working over data acquired by IoT devices mounted in beehives.Current Trends in Natural Sciences, 7, 13, University of Pitesti, 2018, ISSN:2284-953X, 47-53.
14. Dineva, K., Atanasova, T. Computer System Using Internet of Things for Monitoring of Bee Hives, SGEM GeoConference, 27 - 29 November, 2017, ISSN:1314-2704, DOI:10.5593/SGEM_GeoConference, 2017, Vol. 17, Issue 63, pp. 169-176. SJR:0.232 Q4
15. Dineva, K., Atanasova, T., Model of Modular IoT-based Bee-Keeping System. European Simulation and Modelling Conference ESM'2017, EUROSIS-ETI, 2017, ISBN:978-492859-00-6, 404-406. (Scopus)
16. Dineva, K., Analytical review of existing computer systems for monitoring of bee hives, Proc. International Scientific Conference UNITECH’2017, 17-18 November 2017, Gabrovo, Bulgaria, ISSN: 1313-230X, pp. II-148-II-152.
17. Dineva, K., Internet of Things in Help of Sustainable Agricultural Development, International Conference AUTOMATICS AND INFORMATICS’2017, 4-6 October 2017, Sofia, Bulgaria, JOHN ATANASOFF SOCIETY OF AUTOMATICS AND INFORMATICS, Sofia, Bulgaria, 2017, ISSN:1313-1850, pp.309-312.
18. Dineva, K., Exhibition CeBIT Hanover 2017, AUTOMATICА & INFORMATICS, Year L, 3/2016, ISSN 0861-7562, pp.53-55.