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Главен асистент д-р Тодор Димитров Балабанов

Служебен адрес:
София - 1113, ул. "Акад. Г. Бончев", бл. 2, стая 514
Служебен телефон: 02 979 32 37, 0898 23 71 03
Електронна поща: todor.balabanov{at}iict.bas.bg, todor.balabanov{at}gmail.com

Научноизследователски интереси:

Професионална биография

Владеене на езици: английски, руски

Образование и научни степени

Книги и учебници

Публикации в списания и трудове на международни конференции

  1. Angelova, V., Balabanov, T., Popchev, I. On the sensitivity estimation of the symmetric matrix Riccati differential equation. Comptes rendus de l’Academie bulgare des Sciences, 75, 11, Prof. Marin Drinov Academic Publishing House, 2022, ISSN:1310-1331, DOI:10.7546/CRABS.2022.11.11, 1638-1646. SJR (Scopus):0.42, JCR-IF (Web of Science):0.19
  2. Balabanov, T. Genetic Algorithms Performance Improvement in Slowly-Calculated Fitness Functions. Proceedings of International Scientific Conference UNITECH 2022, 1, University Publishing House Vasil Aprilov, 2022, ISSN:1313-230X, 255-259
  3. Balabanov, T. Libre Calc Performance in Optimization of Multidimensional Non-Linear Functions. Proceedings of International Scientific Conference UNITECH 2022, 1, University Publishing House Vasil Aprilov, 2022, ISSN:1313-230X, 260-264
  4. Mateeva, G., Parvanov, D., Dimitrov, I., Iliev, I., Balabanov, T. An Efficiency of Third Party Genetic Algorithms Software Libraries in Mobile Distributed Computing for Financial Time Series Forecasting. Proceedings of 2022 International Conference Automatics and Informatics (ICAI), IEEE Xplore, 2022, ISBN:978-1-6654-7626-3, DOI:10.1109/ICAI55857.2022.9960128, 351-354
  5. Mateeva, G., Parvanov, D., Dimitrov, I., Iliev, I., Balabanov, T. Android Content Providers in Mobile Distributed Computing. Proceedings of 2022 13th National Conference with International Participation (ELECTRONICA), 2022, ISBN:978-1-6654-8101-4, DOI:10.1109/ELECTRONICA55578.2022.9874360
  6. Stoyanova, K., Balabanov, T. A combination of Broyden-Fletcher-Goldfarb-Shanno (BFGS) and bisection method for solving portfolio optimization problems. Proc. of the 8th International Conference on Engineering and Emerging Technologies (ICEET) 27-28 October 2022, Kuala Lumpur, Malaysia, 2022
  7. Mateeva, G., Parvanov, D., Balabanov, T. Differential Evolution and Particle Swarm Optimization Efficiency According to Pseudo-Random Number Generator Quality. Problems of Engineering Cybernetics and Robotics, vol. 76, 2021, ISSN 2738-7356, 39-46.
  8. Balabanov, T. Solving Multi-Objective Problems by Мeans of Single Objective Solver. Problems of Engineering Cybernetics and Robotics, vol. 76, 2021, ISSN 2738-7356, 63-70.
  9. Velichkova, V., Tomov, P., Balabanov, T. Incremental Sinusoidal Approximation of Time Series with LibreOffice Calc Solver, Problems of Engineering Cybernetics and Robotics, vol. 75, 2021, ISSN 2738-7356, 43-50.
  10. Petrov, N., Balabanov, T., Petrov, I. For the National Security and the Risk as Probability Phenomenon, Science, education, intellect, vol. 12, 2021, ISSN 1314-717X, 88-99.
  11. Petrov, P., Kostadinov, G., Zhivkov, P., Velichkova, V., Ivanov, S., Balabanov, T. Multi-Objective Optimization in Image Approximation. Proceedings of International Conference Automatics and Informatics, 2021, ISBN 978-1-7281-9309-0, 1-5.
  12. Petrov, P., Kostadinov, G., Zhivkov, P., Velichkova, V., Balabanov, T. Approximated Sequences Reconstruction with Genetic Algorithms. Proceedings of 28th International Symposium Management of Energy, Industrial and Ecological Systems, 2020, ISSN 1313-2237, 63-66.
  13. Balabanov, T., Zankinski, I., Tomov, P., Petrov, P, Kostadinov, G. Distributed Computing Cybersecurity in Donated Computing Resources For Evolutionary Algorithms. Proceedings of Scientific Conference Current Security Problems, 2020, ISSN 2367-7473, 697-704.
  14. Petrov, P., Kostadinov, G., Zhivkov, P., Velichkova, V., Balabanov, T. Approximate Sequencing of Virtual Reels with Genetic Algorithms. Proceedings of the 23rd International Conference on Distributed Computer and Communication Networks: Control, Computation, Communications, 2020, ISBN 978-5-91450-248-2, 507-514.
  15. Ketipov, R., Kostadinov, G., Petrov, P., Zankinski, I., Balabanov, T. Genetic Algorithm Based Formula Generation for Curve Fitting in Time Series Forecasting Implemented as Mobile Distributed Computing. Proceedings of High Performance Computing, vol. 902, 2020, ISBN 978-3-030-55347-0, 40-47.
  16. Balabanov, T., Ivanov, S., Ketipov, R. Solving Combinatorial Puzzles with Parallel Evolutionary Algorithms. Proceedings of Large-Scale Scientific Computing Conference, vol. 11958, 2020, ISBN 978-3-030-41031-5, 493-500.
  17. Zankinski, I., Kolev, K., Balabanov, T. Alternatives for Neighborhood Function in Kohonen Maps. Proceedings of Large-Scale Scientific Computing Conference, vol. 11958, 2020, ISBN 978-3-030-41031-5, 540-544.
  18. Tomov, P., Zankinski, I., Balabanov, T. Genetic algorithm selection operator based on recursion and Brute-Force. Extended abstracts of Annual Meeting of the Bulgarian Section of SIAM, Fastumprint, 2019, ISSN 1313-3357, 93-93.
  19. Tomov, P., Zankinski, I., Balabanov, T. Training of Artificial Neural Networks for Financial Time Series Forecasting in Android Service and Widgets. Problems of Engineering Cybernetics and Robotics, vol. 71, 2019, ISSN 1314-409X, 50-56.
  20. Tomov, P., Zankinski, I., Balabanov, T. Server Side Vote Clustering in Human-Computer Distributed Computing. Information Technologies and Control, John Atanasoff Society of Automatics and Informatics, vol. 2, 2019, ISSN 2367-5357, 15-19.
  21. Balabanov, T., Zankinski, I., Kolev, K. Multilayer Perceptron Training Randomized by Second Instance of Multilayer Perceptron. Extended abstracts of 13th Annual Meeting of the Bulgarian Section of SIAM, 2018, ISSN 1313-3357, 16-17.
  22. Balabanov, T., Sevova, J., Kolev, K. Optimization of string rewriting operations for 3D fractal generation with genetic algorithms. Proceedings of International Conference on Numerical Methods and Applications, 2018, 48-54.
  23. Balabanov, T., Atanasova, T., Blagoev, I. Activation Function Permutation for Multilayer Perceptron Training. Proceedings of International Conference on Big Data, Knowledge and Control Systems Engineering, John Atanasoff Union on Automatics and Informatics, 2018, ISSN:2367-6450, 9-14.
  24. Balabanov, T., Blagoev, I., Atanassova, Z. Greedy Genetic Algorithm Hybrid Solution of 1D Stock Cutting Problem. Proceedings of International Scientific Conference UNITECH 2018, 2, University Publishing House Vasil Aprilov - Gabrovo, 2018, ISSN:1313-230X, 307-312.
  25. Balabanov, T., Blagoev, I., Dineva, K. Self-Rising Tri Layers MLP for Time Series Forecasting. Proceedings of International Conference on Distributed Computer and Communication Networks, Springer Verlag, 2018, 577-584. SJR:0.17.
  26. Balabanov, T., Ketipov, R., Atanassova, Z. MLP with Stochastic Manipulated Hidden Layer. Proc. of the International Scientific Conference - UNITECH 2018, 2, University Publishing House Vasil Aprilov - Gabrovo, 2018, ISSN:1313-230X, 324-328.
  27. Balabanov, T., Zankinski, I., Ketipov, R. Weights Permutation in Multilayer Perceptron. Proceedings of International Conference on Big Data, Knowledge and Control Systems Engineering, “John Atanasoff” Union on Automatics and Informatics, Bulgaria, 2018, ISSN:2367-6450, 23-27.
  28. Balabanov, T. Long Short Term Memory in MLP Pair. Proceedings of the International Scientific Conference UniTech 2017, Gabrovo, 17-18.11.2017, Vol. II, University publishing house V. Aprilov, 2017, ISSN:1313-230X, 375-379.
  29. Balabanov, T., I. Zankinski, M. Barova. Strategy for Individuals Distribution by Incident Nodes Participation in Star Topology of Distributed Evolutionary Algorithms, Cybernetics and Information Technologies, Volume 16, No 1, Sofia, 2016, pp.80-88. Print ISSN: 1311-9702, Online ISSN: 1314-4081, SJR 2015 = 0.170, SNIP 2015 = 0.425, IPP 2015 = 0.289
  30. Balabanov, T., Keremedchiev, D., Goranov, I., Web Distributed Computing For Evolutionary Training Of Artificial Neural Networks. Proceedings of of the International Conference InfoTech-2016, Publishing House of Technical University - Sofia, 2016, ISSN:1314-1023, 210-216
  31. Атанасова, Т. В., Барова, М. И., Балабанов, Т. Д., Използване на невронни модели за анализ на времеви редове в големи обеми от данни. Изд. комплекс на НВУ „Васил Левски”, 2016, ISSN:1314-1937, 193-198
  32. Балабанов, Т., Генова, К., AJAX разпределена система за обучение на изкуствени невронни мрежи с еволюционни алгоритми. Сборник с доклади от XXIV Международен симпозиум Управление на топло енергийни обекти и системи, Управление на енергийни, индустриални и екологични системи, Съюз по автоматика и информатика "Джон Атанасов", 2016, ISSN:1313-2237, 49-52
  33. Балабанов, Т., Генова, К.. Разпределена система за обучение на изкуствени невронни мрежи, базирана на мобилни устройства. Proceedings of INTERNATIONAL CONFERENCE АUTOMATICS AND INFORMATICS'2016, JOHN ATANASOFF SOCIETY OF AUTOMATICS AND INFORMATICS, 2016, ISSN:1313-1850, 49-52
  34. Balabanov, T., Zankinski, I., Barova, M., Distributed Evolutionary Computing Migration Strategy by Incident Node Participation. Large-Scale Scientific Computing, Lecture Notes in Computer Science, 9374, Springer International Publishing, Switzerland, 2016, pp. 203 - 209, ISBN:978-3-319-26520-9, DOI:10.1007, SJR:0.339
  35. Balabanov, T., Zankinski, I., Shumanov, B., Slot Machine RTP Optimization and Symbols Wins Equalization with Discrete Differential Evolution. Large-Scale Scientific Computing, Lecture Notes in Computer Science, 9374, Springer International Publishing, Switzerland, 2015, ISBN:978-3-319-26520-9, DOI:10.1007, SJR:0.339pp. 200 - 207
  36. Balabanov, T., Distributed evolutional model for music composition by human-computer interaction. International Scientific Conference UniTech 2015 Gabrovo Proceedings, 2, University publishing house V. Aprilov - Gabrovo, ISSN:1313-230X,2015, pp.389 - 392
  37. Балабанов, Т., Занкински, И., Шуманов, Б., Оптимизация на статистически модели с еволюция на разликите и Монте-Карло базирана оценъчна функция. Сборник с доклади от XXII Международен симпозиум Управление на енергийни, индустриални и екологични системи, 2015, ISSN:1313-2237, pp.87 - 90
  38. Балабанов, Т., Избягване на локални оптимуми при евристични популационни алгоритми в разпределена среда. Сборник с доклади от XXII Международен симпозиум Управление на енергийни, индустриални и екологични системи, 2015, ISSN:1313-2237, pp.83 – 86
  39. Avdzhieva A., Balabanov T., Evtimov G., Kirova D., Kostadinov H., Tsachev T., Zhelezova S., Zlateva N., Optimal Cutting Problem, 113th European Study Group with Industry, FASTUMPRINT, Sofia, Bulgaria, 2015, pp.49 - 61
  40. Балабанов, Т., Популационни алгоритми за обучение на изкуствени невронни мрежи при игри с открити условия, Сборник с доклади на Първа национална тематична школа и борса за научни идеи в областта на информационните и комуникационни технологии, Издателски център при Русенски университет "Ангел Кънчев", 2013, pp.222 - 226
  41. Balabanov, T., Zankinski, I., Dobrinkova, N., Time series prediction by artificial neural networks and differential evolution in distributed environment, Large-Scale Scientific Computing, Springer Berlin Heidelberg, 2012, pp.198 - 205
  42. Балабанов, Т., Прогнозиране с евристични подходи в разпределена среда, Proceedings of Anniversary Scientific Conference 40 Years Department of Industrial Automation, UCTM-Sofia, 2011, pp.163 - 166
  43. Балабанов, Т., Занкински, И., Валерия, С., Прогнозиране на времеви редове с изкуствени невронни мрежи и диференциална еволюция в разпределена среда, Работни статии на ИИТ, IIT/WP-268B, 2010

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Актуализация: Септември 2021