Vahagn Melkonyan
Lecturer
About
Education:
Taught Subject:
- National Polytechnic University of Armenia / Applied Mathematics and Informatics (Bachelor's degree / 2017 - 2021)
- Russian-Armenian University / Intellectual Systems and Robotics (Master's degree / 2021 - 2023)
- Russian-Armenian University / Mathematical and software support of computing machines, systems, and computer networks (Postgraduate study / 2023 - until now)
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2018 - 2020, ProTag Information Technology Center
- Web-developer
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2020, Digital Threads
- Web-developer
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2021, Estimators LLC
- Web-developer
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2020 - 2021, Cognitive LLC
- AI-developer
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2021 - until now, Center of Advanced Software Technologies
- Researcher
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2022 - until now, Russian-Armenian University
- Lecturer
Taught Subject:
- Python
- Introduction to Robotics
- Robotics
- Signal Processing
- Linear Programming and Convex Optimization
- Control Theory
Scientific interests
- Unmanned Aerial Vehicles (UAVs)
- Control Theory
- Machine Learning
List of publications
- V. Melkonyan, V. Sahakyan, L. Kirakosyan, O. Hovhannisyan, Comparison of Single Object Tracking Algorithms on Video Sequences Captured from UAV, Proceedings of the Russian-Armenian University, 2022, DOI: 10.48200/1829-0450_pmn_2022_2_67.
- S. Sargsyan, J. Hakobyan, M. Mehrabyan, R. Mkoyan, V. Sahakyan, V. Melkonyan, M. Arutunian, A. Fahradyan, A. Avetisyan, Advanced Grammar-Based Fuzzing, Ivannikov ISPRAS Open Conference (ISPRAS), 2022, DOI: 10.1109/IVMEM57067.2022.9983953.
- S. Sargsyan, J. Hakobyan, L. Nersisyan, K. Sargsyan, V. Melkonyan, Improving fuzzing efficiency based on extracted constant values, Ivannikov ISPRAS Open Conference (ISPRAS), 2022, DOI: 10.1109/ISPRAS57371.2022.10076849.
- V. Sahakyan, V. Melkonyan, G. Gharagyozyan, A. Avetisyan, Enhancing Image Recognition with Pre-Defined Convolutional Layers Based on PDEs, Programming and Computer Software, 2023, DOI: 10.1134/S0361768823030088.
- A. Sardaryan, V. Sahakyan, V. Melkonyan, S. Sargsyan, An Accurate Real-Time Object Tracking Method for Resource Constrained Devices, Proceedings of the Institute for System Programming of the RAS, 2024, DOI: 10.15514/ISPRAS-2024-36(3)-20.
- A. Fahradyan, T. Baghdasaryan, V. Melkonyan, V. Sahakyan, L. Kirakosyan, O. Hovhannisyan, S. Sargsyan, A. Darbinyan, Comparing and Improving Change Detection Methods, Proceedings of the Russian-Armenian University, 2024, DOI: 10.24412/1829-0450-2024-1-37-43.
- V. Sahakyan, V. Melkonyan, S. Sargsyan, Real-time Target Localization Using Gimbaled Laser on UAVs, Proceedings of the Institute for System Programming of the RAS, 2025, DOI: 10.15514/ISPRAS-2025-37(4)-11.