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Section “Modelling and Optimization”

Institute of Information and Communication Technologies – BAS

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Scientific Area

5.2. Electrical engineering, electronics and automation

Education
  • MSc in National Security
Publications
  1. Dineva, K., Atanasova, T., & Kopanov, K. (2025). Data Collection Methodology For Artificial Intelligence Models In Socially Relevant Areas. International Multidisciplinary Scientific GeoConference Surveying Geology and Mining Ecology Management, SGEM, 25, 2.1, SGEM, 13-18. https://doi.org/10.5593/sgem2025/2.1/s07.02
  2. Kopanov, K., & Atanasova, T. (2025). A Comparative Pattern Analysis of Qwen 2.5 and Gemma 3 Text Generation. WSEAS Transactions on Information Science and Applications, 22, WSEAS Press, 604-615. https://doi.org/10.37394/23209.2025.22.50
  3. Kopanov, K., & Atanasova, T. (2025). Degradation of Stylometric Attribution Accuracy for AI-Generated Text. 51st International Conference "Applications of Mathematics in Engineering and Economics" (AMEE 2025). (accepted, in press)
  4. Kopanov, K., & Atanasova, T. (2025). Evaluating Semantic Preservation In Multilingual Round-Trip Translation. ESM®'2025 - The 39th annual European Simulation and Modelling Conference, October 22-24, 87-94.
  5. Kopanov, K., & Atanasova, T. (2025). Scaling Quantum Support Vector Machines for AI-Generated Text Attribution: Dimensionality, Shots, and Linguistic Feature Insights. ICAMCS 2025 – 5th International Conference on Applied Mathematics & Computer Science. (accepted, in press)
  6. Mateeva, G., Keremedchiev, D., Kopanov, K., Varbanov, V., & Balabanov, T. (2025). Double-Stranded Differential Evolution and Particle Swarm Optimization with LibreOffice Nonlinear Programming Solver. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 609, Springer, Cham, 146-153. ISBN: 978-3-031-84311-2. https://doi.org/10.1007/978-3-031-84312-9_10
  7. Kopanov, K. (2024). Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection. Proceedings of the Cognitive Models and Artificial Intelligence Conference (AICCONF '24), Association for Computing Machinery, New York, NY, USA, 106-110. ISBN: 9798400716928. https://doi.org/10.1145/3660853.3660878
  8. Kopanov, K., & Atanasova, T. (2024). From Open Source Data to Intelligence: Leveraging AI and Big Data for Insights on the Russia-Ukraine Conflict. 2024 International Conference on Military Communication and Information Systems (ICMCIS), IEEE, 1-7. https://doi.org/10.1109/ICMCIS61231.2024.10540678
  9. Kopanov, K., Varbanov, V., & Atanasova, T. (2024). Leveraging Social Media Data and Artificial Intelligence for Improving Earthquake Response Efforts. Environmental Protection and Disaster Risks (EnviroRisks 2024), 883, Lecture Notes in Networks and Systems, Springer, 218-225. https://doi.org/10.1007/978-3-031-74707-6_24
  10. Varbanov, V., Kopanov, K., & Atanasova, T. (2024). A Multidisciplinary Approach to Telegram Data Analysis. XXIVth International Multidisciplinary Scientific GeoConference Surveying, Geology and Mining, Ecology and Management – SGEM 2024, 24, 2.1, SGEM. https://doi.org/10.5593/sgem2024/2.1/s07.01
  11. Матеева, Г., Керемедчиев, Д., Копанов, К., Върбанов, В., и Балабанов, Т. (2024). Двуверижна популация в еволюционни алгоритми за нелинейни задачи. Механика Транспорт Комуникации, 22, 3/2, Печатна база на ВТУ „Тодор Каблешков“.