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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. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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