IPDSS Staff

Petar Tomov

Office address:
"Acad. G. Bonchev" St., bl. 2
Sofia - 1113, Bulgaria
E-mail: petar.tomov{at}iict.bas.bg, petyr.tomov{at}gmail.com

Scientific areas

• Modeling and analysis of time series with artificial neural networks

Languages

  English

Education

• 2002 - defended dissertation "Time Series Forecasting with Artificial Neural Networks" for the award of the educational and scientific degree "Doctor" in the doctoral program "Communication Networks and Systems", professional field 5.3. Communication and Computer Engineering
• 2013-2015 – Technical University, Sofia, Master of "Computer and Software Engineering"
• 2009-2013 – Technical University, Sofia, Bachelor of "Computer and Software Engineering"
• 2004-2009 – Financial business school, Montana, "Entrepreneurship and management"

Publictions

• 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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