Latest Research in Traffic Prediction and Management Techniques

Top Research Topics in Traffic Prediction and Management Techniques

• Traffic control and management — 6 papers
• Traffic Prediction and Management Techniques — 4 papers
• Traffic and Road Safety — 3 papers
• Autonomous Vehicle Technology and Safety — 2 papers
• Machine Learning — 2 papers
• Numerical Analysis — 1 papers
• Econometrics — 1 papers
• Electric Vehicles and Infrastructure — 1 papers
• Robotics — 1 papers
• Artificial Intelligence — 1 papers

Highest-Cited Papers

1. Physics-guided machine learning for traffic-flow prediction and operating-regime attribution on a desert heavy-duty expressway
2. Modeling vehicle behavior in two-dimensional driving scenarios considering collision risk stimulus and real-time interaction
3. On the quantification of the spatiotemporal impact of a single discretionary lane change on upstream traffic safety and efficiency
4. Investigating Drivers’ Heterogeneity and Its Impacts on Interactive Lane-Changing Maneuvers
5. Learning Sequential Mobility Choice: A Review of Route and Activity Choice through Inverse Reinforcement Learning and Imitation Learning
6. Drivers’ Perceptions, Understanding, and Real-World Use of Regenerative Braking and One-Pedal Driving in Electric Vehicles
7. CARLAverse: A Highly Modular, Distributed, and Multimodal Framework for Human-in-the-Loop Simulation
8. Predicting Train Delays in Finland Using Machine Learning and Weather Data
9. Development of a Semi-Automated Tool Based on Computer Vision Methods for Safety Assessment of Micromobility Users
10. Stability Analysis of Nonseparable Mean-Field Games for Pedestrian Flow in Large Corridors
11. Datasets and data spaces in the autonomous driving domain: insights and trends
12. The Challenge of Controlling the Queen Elizabeth Way: A Long Heavily Congested Urban Freeway with Dense Consecutive On-Ramp Bottlenecks
13. LSTM-TCN Forecasting for Short-Term Passenger Flow at Integrated Transport Hubs Using a Population-Mobility Proxy: Ablation Evidence from Shenzhen North Station
14. Geometric–Dynamic Assessment and Standardization of Passing Trajectories
15. Vehicle Overacceleration -- A Fundamental Microscopic Mechanism for Traffic Breakdown Control Using Automated Vehicles and AI
16. Reward-driven mixed and stochastic equilibria for efficient and resilient traffic assignment
17. Coexisting Microvehicles and Pedestrians: A Novel Modeling Approach
18. A Low-Speed Behavioral Mechanism for Bicycle Capacity Drop and Queue Discharge
19. Spatial Asymmetry in Autonomous Vehicle Efficiency Gains for Urban Commuting: A City-Wide Microscopic Simulation Study in Beijing
20. Urban traffic volume forecasting using machine learning and neural networks