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Agafonov, Anton Aleksandrovich

Candidate of technical sciences
E-mail:

Biography

Graduated from Samara State Aerospace University (SSAU) at 2011, received his PhD in Technical sciences at 2014. At present he researcher in SSAU and intern-researcher at the Image Processing Systems Institute of the RAS. The area of interests includes geoinformatics and web-technologies.


https://www.mathnet.ru/eng/person119660
List of publications on Google Scholar

Publications in Math-Net.Ru Citations
2024
1. A. S. Yumaganov, A. A. Agafonov, V. V. Myasnikov, “Reinforcement learning-based adaptive traffic signal control invariant to traffic signal configuration”, Computer Research and Modeling, 16:5 (2024),  1253–1269  mathnet
2023
2. A. A. Agafonov, A. S. Yumaganov, “Cooperative control of traffic signals and vehicle trajectories”, Informatics and Automation, 22:1 (2023),  5–32  mathnet  mathscinet 1
2021
3. V. V. Myasnikov, A. A. Agafonov, A. S. Yumaganov, “A deterministic predictive traffic signal control model in intelligent transportation and geoinformation systems”, Computer Optics, 45:6 (2021),  917–925  mathnet 10
2019
4. A. A. Agafonov, V. V. Myasnikov, “Method for reliable shortest path determination in stochastic networks using parametrically defined stable probability distributions”, Tr. SPIIRAN, 18:3 (2019),  558–582  mathnet  elib 1
2018
5. A. A. Agafonov, A. S. Yumaganov, V. V. Myasnikov, “Big data analysis in a geoinformatic problem of short-term traffic flow forecasting based on a k nearest neighbors method”, Computer Optics, 42:6 (2018),  1101–1111  mathnet 29
6. A. A. Agafonov, V. V. Myasnikov, “Numerical route reservation method in the geoinformatic task of autonomous vehicle routing”, Computer Optics, 42:5 (2018),  912–920  mathnet 15
2016
7. A. A. Agafonov, V. V. Myasnikov, “Method for the reliable shortest path search in time-dependent stochastic networks and its application to GIS-based traffic control”, Computer Optics, 40:2 (2016),  275–283  mathnet 21
2014
8. A. A. Agafonov, V. V. Myasnikov, “An algorithm for traffic flow parameters estimation and prediction using composition of machine learning methods and time series models”, Computer Optics, 38:3 (2014),  539–549  mathnet
9. A. A. Agafonov, V. V. Myasnikov, “An algorithm for city transport arrival time estimation using adaptive elementary predictions composition”, Computer Optics, 38:2 (2014),  356–368  mathnet

Organisations