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Associate Professor PhD Ivaylo Plamenov Penev

ivailo.penev@tu-varna.bg
052 383 409
205Т

Education and training

2018 Associate Professor, scientific area 5.3 "Comunnication and Computer Equipment", specialty "Computer Systems, Complexes and Networks"
2013 PhD, scientific area "Computer Systems, Complexes and Networks", dissertation thesis on topic "Approach for scheduling and execution of parallel jobs in a distributed environment", Technical University of Varna
2006 Master, spec. "Computer Systems and Networks"
2005 Professional Qualification "Teacher", Department for additional qualification, Technical University of Varna
2004 Erasmus training at Otto-von-Guericke Universitaet, Magdebrug, Germany
2004 Bachelor, spec. "Computer Systems and Technologies", Technical University of Varna

Teaching subjects

Discrete structures

Language processors

Compilers and interpreters

Machine learning


Research areas

Formal methods, formal grammars and formal languages

Language processors, compilers and interpreters

Machine learning

Publications

  • Spasova G, M. Karova, I. Penev. Development of a Software System for Controlling Dosing Machines. Engineering Proceedings. 2024; 70(1):28. https://doi.org/10.3390/engproc2024070028.
  • Kalcheva N., G. Marinova, M. Todorova, I. Penev, Comparing Accuracy and Time of Support Vector Machine with Different Kernels for Handwritten Digits Classification, 2023 International Conference Automatics and Informatics (ICAI), Varna, Bulgaria, 2023, ISBN: 979-835031291-1, pp. 41-44, doi: 10.1109/ICAI58806.2023.10339017.
  • Karova M., I. Penev, Software System for Determining and Visualizing Locations and Routes of Underwater Robots, 2023 International Conference Automatics and Informatics (ICAI), Varna, Bulgaria, 2023, ISBN: 979-835031291-1, pp. 77-81, doi: 10.1109/ICAI58806.2023.10339044.
  • Kalcheva N., M. Todorova, I. Penev, Study of the K-Nearest Neighbors Method with Various Features for Text Classification in Machine Learning, 2023 International Conference Automatics and Informatics (ICAI), Varna, Bulgaria, 2023, ISBN: 979-835031291-1, pp. 37-40, doi: 10.1109/ICAI58806.2023.10339061.
  • Penev I., K. Ivanov, G. Kostadinov, Z. Stoyanov. Detection of Cyber Attacks in Self-Driving Vehicles By Machine Learning, 2023 International Conference Automatics and Informatics (ICAI), Varna, Bulgaria, ISBN: 979-835031291-1, 2023, pp. 23-27, doi: 10.1109/ICAI58806.2023.10339018.
  • Пенев И., Д. Димитров. STUDENT – програмен език за обучение по компилатори, сп. „Компютърни науки и технологии“, год. XX, бр. 2/2022, ISSN: 1312-3335, Технически университет-Варна, pp. 49-56, 2022.
  • Mashkov V., M. Karova, I. Penev. State Of Charge Estimation in Lithium-Ion Batteries via Machine Learning, International Conference AUTOMATICS AND INFORMATICS`2022, October 06 - 08, 2022, Varna, Bulgaria (ICAI'22), ISBN: 978-1-6654-9878-4, pp. 95-99, 2022.
  • Todorov D., Zh. Zheynov, H. Valchanov, M. Karova, I. Penev. Investigation of the influence of a template matrix on the embedding of information in an image, Annual Journal of Technical University of Varna, vol, 5, No 2 (2021), ISSN: 2603-316X, Technical University of Varna, pp. 140-145, 2021.
  • Пенев И., Д. Петков. Протокол за peer to peer трансфер на структури от файлове, сп. „Компютърни науки и технологии“, год. XIX, бр. 1/2021, ISSN: 1312-3335, Технически университет-Варна, pp. 50-55, 2021.
  • Penev I., D. Dimitrov. Design of a Virtual Machine for Training Compilers, International Conference AUTOMATICS AND INFORMATICS`2021, Proceedings, September 30 - October 02, 2021, Varna, Bulgaria (ICAI'21), ISBN: 978-1-6654-2661-9, DOI: 10.1109/ICAI52893.2021.9639831, IEEE, pp. 1-4, 2021.
  • Karova M., I. Ivanov, I. Penev, K. Mitev. A New Model of Logo Generator, International Conference AUTOMATICS AND INFORMATICS`2021, Proceedings, September 30 - October 02, 2021, Varna, Bulgaria (ICAI'21), ISBN: 978-1-6654-2661-9, DOI: 10.1109/ICAI52893.2021.9639860, IEEE, pp. 210-213, 2021.
  • Dimitrov D., I. Penev. Design of a Training Compiler for Increasing the Efficiency of Language Processors Learning, Proceedings of the 17th International Scientific Conference "eLearning and Software for Education", vol. 2, ISSN: 2066-026X, Bucharest, Adl Romania, 2021.
  • Kalcheva N., M. Karova, I. Penev. Comparison of the accuracy and the execution time of classification algorithms for Bulgarian literary works, 2020 International Conference Automatics and Informatics (ICAI), ISBN:978-1-7281-9309-0, IEEE, 2020.
  • Kalcheva N., M. Karova, I. Penev. Comparison of the accuracy of SVM kernel functions in text classification, Proceedings of the International Conference on Biomedical Innovations and Applications, BIA 2020, ISBN: 978-172817073-2, Institute of Electrical and Electronics Engineers Inc., pp. 141-145, 2020.
  • Karova M., I. Penev, D. Marinov. Design and Implementation of Cryptocurrency Price Prediction System, Advances in Intelligent Systems and Computing 1230 AISC, ISSN: 2194-5357, Springer Nature, pp. 628-643, 2020.
  • Penev I., M. Karova. Implementation of a Training Parser Using Explicit Abstract Syntax Tree, Proceedings of the 20th International Conference on Computer Systems and Technologies, CompSysTech’19, June 21-22, Ruse, Bulgaria, ACM International Conference Proceeding Series, ISBN: 978-1-4503-7149-0, ACM Inc., N.Y. USA, pp. 299-303, doi>10.1145/3345252.3345283, 2019.
  • Karova M., I. Penev. Algorithm for html preprocessing in email messages, Proceedings of the International Conference on Biomedical Innovations and Applications, BIA 2019, ISBN: 978-172814754-3, Institute of Electrical and Electronics Engineers Inc., 2019.

Additional information

ResearchGate - https://www.researchgate.net/profile/Ivaylo_Penev
Membership at The John Atanasoff Society of Automatics and Informatics
Membership at Scientific-Technical Union - Varna

Languages

English