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Alexander Yumaganov

Observed names: A S Yumaganov, A. S. Yumaganov, A. Yumaganov, A.S. Yumaganov, Alexander S. Yumaganov, Alexander Sergeevich Yumaganov
ORCID: 0000-0002-3677-293X
Observed ORCID: 0000-0002-3677-293X
OpenAlex ID: A5022469144
Big data analysis in a geoinformatic problem of short-term traffic flow forecasting based on a k nearest neighbors method
2018 · A. Agafonov, A. Yumaganov, et al. · Computer Optics · 31
Bus Arrival Time Prediction Using Recurrent Neural Network with LSTM Architecture
2019 · A. A. Agafonov, A. S. Yumaganov · Optical Memory and Neural Networks · 30
3D Objects Detection in an Autonomous Car Driving Problem
2020 · Anton Agafonov, Alexander Yumaganov · International Conference on Information Technology and Nanotechnology (ITNT) · 26
Short-Term Traffic Flow Forecasting Using a Distributed Spatial-Temporal k Nearest Neighbors Model
2018 · Anton Agafonov, Alexander Yumaganov · IEEE International Conference on Computational Science and Engineering (CSE) · 18
Cooperative Control for Signalized Intersections in Intelligent Connected Vehicle Environments
2023 · Anton Agafonov, Alexander Yumaganov, et al. · Mathematics · 16
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A deterministic predictive traffic signal control model in intelligent transportation and geoinformation systems
2021 · V.V. Myasnikov, IPSI RAS – Branch of the FSRC “Crystallography and Photonics” RAS, et al. · Computer Optics · 16
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Bus Arrival Time Prediction with LSTM Neural Network
2019 · Anton Agafonov, Alexander Yumaganov · Lecture notes in computer science · 12
Adaptive Traffic Signal Control Based on Neural Network Prediction of Weighted Traffic Flow
2022 · A. A. Agafonov, A. S. Yumaganov, et al. · Optoelectronics Instrumentation and Data Processing · 9
Performance comparison of machine learning methods in the bus arrival time prediction problem
2019 · Anton Agafonov, Alexander Yumaganov · International Conference on Information Technology and Nanotechnology (ITNT) · 9
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A method of searching for similar code sequences in executable binary files using a featureless approach
2017 · A. Yumaganov, V. Myasnikov · Computer Optics · 8
Adaptive Traffic Signal Control Based on Maximum Weighted Traffic Flow
2022 · Anton Agafonov, Alexander Yumaganov, et al. · International Conference on Information Technology and Nanotechnology (ITNT) · 6
Map Matching Algorithm Based on Dynamic Programming Approach
2020 · Alexander Yumaganov, Anton Agafonov, et al. · Annals of Computer Science and Information Systems · 5
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Cooperative Application of Vehicular Traffic Rerouting Method and Adaptive Traffic Signal Control Method
2023 · Alexander Yumaganov, Anton Agafonov, et al. · International Conference on Information Technology and Nanotechnology (ITNT) · 4
An Improved Map Matching Algorithm Based on Dynamic Programming Approach
2021 · Alexander Yumaganov, Anton Agafonov, et al. · Lecture notes in business information processing · 4
Spatial-Temporal K Nearest Neighbors Model on MapReduce for Traffic Flow Prediction
2018 · Anton Agafonov, Alexander Yumaganov · Lecture notes in computer science · 4
Adaptive Traffic Signal Control by Choosing Phase Duration
2024 · Anton Agafonov, Alexander Yumaganov, et al. · International Conference on Information Technology and Nanotechnology (ITNT) · 3
Spatio-Temporal Graph Convolutional Networks for Short-Term Traffic Forecasting
2020 · Anton Agafonov, Alexander Yumaganov · International Conference on Information Technology and Nanotechnology (ITNT) · 3
Graph Attention Network-Based QMIX for Coordinated Multi-Agent Traffic Signal Control
2025 · Alexander Yumaganov, Anton Agafonov · International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA) · 2
Cooperative Control of Traffic Signals and Vehicle Trajectories
2023 · Anton Agafonov, Alexander Yumaganov · Informatics and Automation · 2
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Agent-Based Traffic Signal Control Using a Reinforcement Learning Approach
2021 · Anton Agafonov, Alexander Yumaganov · International Conference on Information Technology and Nanotechnology (ITNT) · 2
Similarity Search Over Program Code Sequences Using Featureless Pattern Recognition Techniques
2016 · Alexander S. Yumaganov, Vladislav V. Myasnikov · International Conference on Information Technology and Nanotechnology (ITNT) · 2
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Adaptive Traffic Signal Control with Soft Actor-Critic: A Phase Duration Optimization Approach
2025 · Anton Agafonov, Alexander Yumaganov · Optical Memory and Neural Networks · 1
Efficiency of Adaptive Traffic Signal Control in a Partially Connected Vehicle Environment
2023 · Anton Agafonov, Alexander Yumaganov, et al. · International Conference on Information Technology and Nanotechnology (ITNT) · 1
An Algorithm for Cooperative Control of Traffic Signals and Vehicle Trajectories
2022 · Anton Agafonov, Alexander Yumaganov, et al. · International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA) · 1
Vehicle Trajectory Planning in the Problem of Traffic Flow Control at Signalized Intersections
2022 · Alexander Yumaganov, Anton Agafonov · International Conference on Information Technology and Nanotechnology (ITNT) · 1
Works count: 37
Citation count: 219
H-index: 9
I10-index: 7
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