Състав на секция ИПСВР

Петър Томов

Служебен адрес:
София - 1113, ул. "Акад. Г. Бончев", бл. 2
E-mail: petar.tomov{at}iict.bas.bg, petyr.tomov{at}gmail.com

Научноизследователски интереси:

• Моделиране и анализ на времеви редове с изкуствени невронни мрежи

Професионална биография

Владеене на езици: английски

Образование и научни степени

• 2002 - защитeна дисертация „Прогнозиране на времеви редове с изкуствени невронни мрежи“ за присъждане на образователната и научна степен “доктор” по докторска програма „Комуникационни мрежи и системи”, професионално направление 5.3. Комуникационна и компютърна техника
• 2013 – 2015 – Технически Университет – София, компютърен инженер магистър по специалност „Компютърно и софтуерно инженерство“
• 2009 – 2013 – Технически Университет – София, компютърен инженер бакалавър по специалност „Компютърни системи и технологии“
• 2004 – 2009 – Финансово-стопанска гимназия „Васил Левски”, Монтана по специалност „Предприемачество и мениджмънт”

Публикации

• Tomov, P., Zankinski, I., Balabanov, T. Cybersecurity in Donated Distributed Computing for Evolutionary Algorithms. Digital Transformation, Cyber Security and Resilience. DIGILIENCE 2020. Communications in Computer and Information Science, vol. 1790, pp.107-112, 2024, https://doi.org/10.1007/978-3-031-44440-1_17
• Mateeva, G., Parvanov, D., Tomov, P.. Using DNA Analogy in Genetic Algorithms Instead of RNA Analogy. Problems of Engineering Cybernetics and Robotics, vol. 81, pp. 13-22, 2024, https://doi.org/10.7546/PECR.81.24.02
• Tomov, P., Mateeva, G., Parvanov, D. Entropy Test Degradation After Random Numbers Scaling. Problems of Engineering Cybernetics and Robotics, vol. 80, pp. 3-12, 2023, https://doi.org/10.7546/PECR.80.23.01
• Tomov, P. TIME SERIES FORECASTING WITH ARTIFICIAL NEURAL NETWORKS. Abstracts of Dissertations, No 5, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, 2022
• Mateeva, G., Tomov, P., Parvanov, D., Petrov, P., Kostadinov, G., Balabanov, T. Some Capabilities of Android OS for Distributed Computing. Proceedings of Big Data, Knowledge and Control Systems Engineering (BdKCSE), pp. 1-6 2021, https://doi.org/10.1109/BdKCSE53180.2021.9627286
• Tomov, P., Mateeva, G., Parvanov, D.. Aggregated Financial Forecasting Calculation in Human-Computer Distributed Computing. Problems of Engineering Cybernetics and Robotics, 75, 2021, ISSN:2738-7356, DOI:10.7546/PECR.75.21.06, 51-58 Tomov, P., Parvanov, D., Mateeva, G. GIMP Plug-in for Tiles Mosaicing. Problems of Engineering Cybernetics and Robotics, vol. 75, pp. 35-42, 2021, https://doi.org/10.7546/PECR.75.21.04
• Tomov, P. Encog Gradient Training Algorithms Evaluation. Problems of Engineering Cybernetics and Robotics, vol. 77, pp. 11-19, 2021, ISSN:2738-7356, https://doi.org/10.7546/PECR.75.21.04
• Tomov, P. Multilayer Perceptron Fast Prototyping with Differential Evolution and Particle Swarm Optimization in LibreOffice Calc. Problems of Engineering Cybernetics and Robotics, vol. 75, pp. 5-14, 2021, https://doi.org/10.7546/PECR.75.21.04
• Velichkova, V., Tomov, P., Balabanov, T. Incremental Sinusoidal Approximation of Time Series with LibreOffice Calc Solver. Problems of Engineering Cybernetics and Robotics, vol.75, pp. 43-50, 2021, https://doi.org/10.7546/PECR.75.21.05,
• Koleva, D., Barova, M., Tomov, P. 2D Optimal Packing with Population Based Algorithms. Proceedings of 11th International Conference on Large-Scale Scientific Computations LSSC'17, June 5 - 9, 2017, Sozopol, Bulgaria, 2017, 366-373.
• ankinski, I., Barova, M., Tomov, P. Hybrid Approach Based on Combination of Backpropagation and Evolutionary Algorithms for Artificial Neural Networks Training by Using Mobile Devices in Distributed Computing Environme. Proceedings of 11th International Conference on Large-Scale Scientific Computations LSSC'17, June 5 - 9, 2017, Sozopol, Bulgaria, 2017, 425-434.
• Tomov, P., Monov, V. Modeling and analysis of time series. Proceedings of International Scientific Conference UniTech 2017, Gabrovo, 17-18.11.2017, Vol. II, University publishing house V. Aprilov, 2017, ISSN:1313-230X, 404-409.
• Tomov, P., Monov, V. Artificial neural networks and differential evolution used for time series forecasting in distributed environment. Proc. of the International Conference “Automatics and informatics 2016”, 4-5 October 2016, Sofia, Bulgaria, Federation of the scientific engineering unions, John Atanasoff Society of Automatics and Informatics, 2016, ISSN:Proceedings ISSN 1313-1850, CD ISSN 1313-1869, 33-35, 129-132.
• Delyan Keremedchiev, Maria Barova, Petar Tomov, Mobile Application as Distributed Computing System for Artificial Neural Networks Training Used in Perfect Information Games, International Scientific Conference, UNITECH’16, 2016, Gabrovo, pp. 389-393, ISSN 1313-230X

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