2022 Повышение квалификации: Самарский университет
2021 Повышение квалификации: Самарский университет
2018 Повышение квалификации: Самарский университет
2018 Повышение квалификации: Самарский университет
2018 Повышение квалификации: Самарский университет
2005 - 2011 Образование: Самарский государственный аэрокосмический университет им.С.П.Королева , факультет Информатика
2022
1Agafonov A., Yumaganov A., Myasnikov V.Adaptive Traffic Signal Control Based on Maximum Weighted Traffic Flow // 2022 8th International Conference on Information Technology and Nanotechnology, ITNT 2022. — 2022. —
2Yumaganov A., Agafonov A.Vehicle Trajectory Planning in the Problem of Traffic Flow Control at Signalized Intersections // 2022 8th International Conference on Information Technology and Nanotechnology, ITNT 2022. — 2022. —
3Agafonov A., Efimenko E.Yu. Comparison of Traffic Signal Control Algorithms in a Large-Scale Traffic Simulation Environment // 2022 8th International Conference on Information Technology and Nanotechnology, ITNT 2022. — 2022. —
4Agafonov A.A., Myasnikov V.V.Hybrid Prediction-Based Approach for Traffic Signal Control Problem // Optical Memory and Neural Networks (Information Optics) 2022. — Vol. 31. Issue 3. № 3. — P. 277-287
2021
1Yumaganov A., Agafonov A.Comparison of Autonomous Driving Approaches // Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology. — 2021. —
2Yumaganov A., Agafonov A., Myasnikov V.An Improved Map Matching Algorithm Based on Dynamic Programming Approach // Lecture Notes in Business Information Processing. — 2021. — Vol. 413 LNBIP. — P. 87-102
3Agafonov A., Myasnikov V.Short-Term Traffic Flow Prediction in a Partially Connected Vehicle Environment // Proceedings - 2021 3rd International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency, SUMMA 2021. — 2021. — P. 968-972
4Agafonov A., Myasnikov V.Traffic Signal Control: A Double Q-learning Approach // Proceedings of the 16th Conference on Computer Science and Intelligence Systems, FedCSIS 2021. — 2021. — P. 365-369
5Kovalev K., Agafonov A.Authentication Scheme in Vehicular Ad Hoc Networks Based on Road Side Unit Infrastructure // Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology. — 2021. —
6Agafonov A., Myasnikov V.Reconstruction of User Trips on Public Transport Using Indirect Information // Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology. — 2021. —
7Myasnikov V.V., Agafonov A.A., Yumaganov A.S.A deterministic predictive traffic signal control model in intelligent transportation and geoinformation systems // Computer Optics 2021. — Vol. 45. Issue 6. — P. 917-925
8Agafonov A.A.Short-Term Traffic Data Forecasting: A Deep Learning Approach // Optical Memory and Neural Networks (Information Optics) 2021. — Vol. 30. Issue 1.
9Agafonov A., Yumaganov A., Myasnikov V.Determining the Optimal Number of Features for User Preference Elicitation in Recommender Systems // Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology. — 2021. —
10Petrenkov D.A., Agafonov A.Anomaly Detection in Vehicle Platoon with Third-Order Consensus Control // Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021. — 2021. — P. 463-466
11Agafonov A., Yumaganov A.Agent-Based Traffic Signal Control Using a Reinforcement Learning Approach // Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology. — 2021. —
2020
1Agafonov A., Maksimov A., Borodinov A. A. GPU implementation of the stochastic on-time arrival routing algorithm // CEUR Workshop Proceedings. — 2020. — Vol. 2665. — P. 164-167
2Agafonov A., Yumaganov A.3D Objects Detection in an Autonomous Car Driving Problem // Proceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology. — 2020. —
3Agafonov A., Yumaganov A.Spatio-Temporal Graph Convolutional Networks for Short-Term Traffic Forecasting // Proceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology. — 2020. —
4Agafonov A.Traffic Flow Prediction Using Graph Convolution Neural Networks // 10th International Conference on Information Science and Technology, ICIST 2020. — 2020. — P. 91-95
5Borodinov A. A. , Agafonov A., Myasnikov V.A Method of Preference and Utility Elicitation by Pairwise Comparisons and its Application to Intelligent Transportation Recommendation Systems // 10th International Conference on Information Science and Technology, ICIST 2020. — 2020. — P. 77-85
6Yumaganov A., Agafonov A., Myasnikov V.Map Matching Algorithm Based on Dynamic Programming Approach // Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, FedCSIS 2020. — 2020. — P. 563-566
2019
1Agafonov A., Myasnikov V., Borodinov A. A. Anticipatory Vehicle Routing in Stochastic Networks Using Multi-Agent System // Proceedings - 2019 21st International Conference "Complex Systems: Control and Modeling Problems", CSCMP 2019. — 2019. — Vol. 2019-September. — P. 91-95
2Agafonov A.A., Myasnikov V.V., Maksimov A.I.Approximation of the road segments travel time using Levy distributions in the reliable shortest path problem // Journal of Physics: Conference Series. — 2019. — Vol. 1368. Issue 3.
3Agafonov A.A., Yumaganov A.S.Bus Arrival Time Prediction Using Recurrent Neural Network with LSTM Architecture // Optical Memory and Neural Networks (Information Optics) 2019. — Vol. 28. Issue 3. — P. 222-230
4Agafonov A.A., Myasnikov V.V.Method for reliable shortest path determination in stochastic networks using parametrically defined stable probability distributions // SPIIRAS Proceedings 2019. — Vol. 18. Issue 3. — P. 557-581
5Agafonov A., Myasnikov V.Stochastic on-time arrival problem with levy stable distributions // 4th International Conference on Intelligent Transportation Engineering, ICITE 2019. — 2019. — P. 227-231
6Borodinov A. A. , Yumaganov A.S., Agafonov A.A.Public transport route planning in the stochastic network based on the user individual preferences // CEUR Workshop Proceedings. — 2019. — Vol. 2391. — P. 66-71
7Agafonov A., Yumaganov A.Bus Arrival Time Prediction with LSTM Neural Network // Lecture Notes in Computer Science. — 2019. — Vol. 11554 LNCS. — P. 11-18
8Agafonov A.A., Yumaganov A.S.Performance comparison of machine learning methods in the bus arrival time prediction problem // CEUR Workshop Proceedings. — 2019. — Vol. 2416. — P. 57-62
2018
1Agafonov A.A., Yumaganov A.S., Myasnikov V.V.Big data analysis in a geoinformatic problem of short-term traffic flow forecasting based on a K nearest neighbors method // Computer Optics 2018. — Vol. 42. Issue 6. — P. 1101-1111
2Agafonov A.A., Yumaganov A.S.Short-term traffic flow forecasting using a distributed spatialtemporal model // CEUR Workshop Proceedings. — 2018. — Vol. 2210. — P. 402-409
3Agafonov A.A., Myasnikov V.V.Vehicle routing algorithms based on a route reservation approach // Journal of Physics: Conference Series. — 2018. — Vol. 1096. Issue 1.
4Agafonov A., Yumaganov A.Spatial-Temporal K Nearest Neighbors Model on MapReduce for Traffic Flow Prediction // Lecture Notes in Computer Science. — 2018. — Vol. 11314 LNCS. — P. 253-260
5Agafonov A.A., Myasnikov V.V.Numerical route reservation method in the geoinformatic task of autonomous vehicle routing // Computer Optics 2018. — Vol. 42. Issue 5. — P. 912-920
6Agafonov A., Yumaganov A.Short-term traffic flow forecasting using a distributed spatial-temporal k nearest neighbors model // Proceedings - 21st IEEE International Conference on Computational Science and Engineering, CSE 2018. — 2018. — P. 91-98
7Agafonov A.A.A public transport departure time prediction algorithm based on operation strategies and real-time monitoring data // CEUR Workshop Proceedings. — 2018. — Vol. 2210. — P. 75-81
8Agafonov A., Borodinov A. A. A Route Reservation Approach for an Autonomous Vehicles Routing Problem // MATEC Web of Conferences. — 2018. — Vol. 220.
2017
1Abdulganiev I., Agafonov A.Acceleration of the reliable shortest path algorithm in a time-dependent stochastic transport network // CEUR Workshop Proceedings. — 2017. — Vol. 1901. — P. 1-5
2Agafonov A., Myasnikov V.Efficiency comparison of the routing algorithms used in centralized traffic management systems // Procedia Engineering. — 2017. — Vol. 201. — P. 265-270
2016
1Agafonov A., Myasnikov V.Reliable routing in stochastic time-dependent network with the use of actual and forecast information of the traffic flows // IEEE Intelligent Vehicles Symposium, Proceedings. — 2016. — Vol. 2016-August. — P. 1168-1172
2Agafonov A.A., Myasnikov V.V.Method for the reliable shortest path search in time-dependent stochastic networks and its application to GIS-based traffic control // Computer Optics 2016. — Vol. 40. Issue 2. — P. 275-283
3Agafonov A., Myasnikov V.Structural optimization of the travel time prediction model based on hierarchical regression // CEUR Workshop Proceedings. — 2016. — Vol. 1710. — P. 1-9
4Abdulganiev I., Agafonov A.Automatic checking of road network models // CEUR Workshop Proceedings. — 2016. — Vol. 1638. — P. 249-255
2015
1Agafonov A., Myasnikov V.An Adaptive Algorithm for Public Transport Arrival Time Prediction Based on Hierarhical Regression // IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC. — 2015. — Vol. 2015-October. — P. 2776-2781
2Agafonov A.A., Chernov A. V. , Sergeev A.V.Using satellite monitoring and statistical data to predict arrival time of city public transport // Pattern Recognition and Image Analysis 2015. — Vol. 25. Issue 3. — P. 385-388
3Agafonov A., Myasnikov V.Traffic flow forecasting algorithm based on combination of adaptive elementary predictors // Communications in Computer and Information Science. — 2015. — Vol. 542. — P. 163-174
2014
1Agafonov A.A., Myasnikov V.V.An algorithm for traffic flow parameters estimation and prediction using composition of machine learning methods and time series models // Computer Optics 2014. — Vol. 38. Issue 3. — P. 539-549
2Agafonov A.A., Myasnikov V.V.An algorithm for city transport arrival time estimation using adaptive elementary predictions composition // Computer Optics 2014. — Vol. 38. Issue 2. — P. 356-368
2012
1Agafonov A.A., Sergeev A.V., Chernov A. V. Forecasting of the motion parameters of city transport by satellite monitoring data // Computer Optics 2012. — Vol. 36. Issue 3. — P. 453-458