OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Intelligent Transportation Systems Magazine is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)

Article	Citations
Comments on “Let Us Reinstate the Public Trust in the Safety Benefits of Automated Vehicles” [Letter to the Editor]	210
TechRxiv: Share Your Preprint Research With the World!	98
Masthead	98
IEEE Feedback	93
The Story of IEEE ICVES: The Dark Days Before China’s Boom in New Energy Vehicles [History and Perspectives]	78
Still on the Way: Too Many Traffic Scenarios? Not Enough! [Editor’s Column]	77
Uncertainty-Aware Vehicle Energy Efficiency Prediction Using an Ensemble of Neural Networks	75
Intelligent Distribution Transportation Route Planning Considering Traffic Congestion	75
Lane-Based Traffic Arrival Pattern Estimation Using License Plate Recognition Data	74
Predictive Trajectory Planning for On-Road Autonomous Vehicles Based on a Spatiotemporal Risk Field	74
An Optimized Temporal-Spatial Gated Graph Convolution Network for Traffic Forecasting	73
A Safety-Oriented Dynamic Moving Block Train Control System Based on Train-to-Train Communication	72
Enhanced Mobility With Connectivity and Automation: A Review of Shared Autonomous Vehicle Systems	65
Parallel Hierarchical Control-Based Efficiency Enhancement for Large-Scale Virtual Reality Traffic Simulation	61
Brain-Inspired Driver Emotion Detection for Intelligent Cockpits Based on Real Driving Data	61
Expected Effect of Adopting the eCall System on Reducing Traffic-Related Deaths and Social Costs	58
IEEE Foundation	56
IEEE Feedback	47
Table of Contents	44
Table of Contents	44
TechRxiv: Share Your Preprint Research With the World!	41
On the Passenger Acceptance of Driverless Shuttles	40
IEEE Feedback	40
A Secure, Blockchain-Enabled Vehicular Sensor Communication Protocol With Deep Learning-Assisted Anomaly Detection	40
Railway Alignment Optimization Considering Lifecycle Costs	39

Distributed Stochastic Model Predictive Control for Heterogeneous Vehicle Platoons Subject to Modeling Uncertainties	38
IEEE Tech RXIV-Share your preprint research with the world!	31
William T. Scherer [In Memoriam]	30
IEEE Moving	29
IEEE Foundation	29
An Underground Parking Lot Mask for the Long-Term Visual Localization of Intelligent Vehicles	28
Networked Optimization, Diagnosis, and Estimation Laboratory at the University of Alberta [Its Research Lab]	28
Shipment Path Planning for Rail Networks Considering Elastic Capacity	26
ITS Applications That Prioritize Human Interaction [President’s Message]	26
The 2017-2020 ITSM Outstanding Paper Awards and The 2017-2020 ITSM Outstanding Reviewer Awards [Society News]	25
Learning the Driver Acceleration/Deceleration Behavior Under High-Speed Environments From Naturalistic Driving Data	24
IEEE Intelligent Transportation Systems Society Outreach Committee: Bridging Connections and Fostering Engagement [Society News]	24
Aerial Light Field Spectrum Analysis for Unmanned Aerial Vehicle Optimization Sampling and Rendering in Large-Scale Scenes	23
3D Lidar Point Cloud Segmentation for Automated Driving	22
Calendar	21
ITS Society Conferences [Conference Reports]	20
PODAR: A Collision Risk Model Offering Valid Signals for Vehicular Interactions	20
IEEE Feedback	20
Table of Contents	20
Navigating the Future: Empowering Young Professionals in ITS [ITS Diversity]	19
IEEE APP	18
Calendar [Calendar]	18
DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond	18
Personalizing Driver Agent Using Large Language Models for Driving Safety and Smarter Human–Machine Interactions	17
Optimal Traffic Control for a Tandem Intersection With Improved Lane Assignments at Presignals	17
A Survey of Traffic Flow Prediction Methods Based on Long Short-Term Memory Networks	17
Sea-Surface Object Detection Based on Electro-Optical Sensors: A Review	15
Masthead	15
Masthead	15
Front Cover	15
A Comparison of Deep Reinforcement Learning Models for Isolated Traffic Signal Control	15
Predictive Information Multiagent Deep Reinforcement Learning for Automated Truck Platooning Control	15
A Railway Turnout Closeness Monitoring Method Based on Switch Gap Images	14
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction	14
Front Cover	14
Navigating Patterns Analysis for Onboard Guidance Support in Crossing Collision-Avoidance Operations	14
The Search-Based Mutation Testing of the Chinese Train Control System Level 3 On Board a Train Control System	14
How Human Drivers Can Benefit From Collective Perception: A User Study	14
An Unsupervised Learning Approach for Robust Denied Boarding Probability Estimation Using Smart Card and Operation Data in Urban Railways	14
Deep Demand Prediction: An Enhanced Conformer Model With Cold-Start Adaptation for Origin–Destination Ride-Hailing Demand Prediction	14
Table of Contents	13
Table of Contents	13
Front Cover	13
The Power of the ITSS’ Commitment to “Recognizing and Celebrating” [President’s Message]	13
On Celebrating ITSS Scholarly Culture [President’s Message]	13
A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area	13
A Cloud Big-Data-Driven Dynamics Control Approach for Unmanned Ground Vehicles for Safety Improving	13
Optimized Multicar Dynamic Route Planning Based on Time-Hierarchical Graph Model	12
PMScenes: A Parallel Mine Dataset for Autonomous Driving in Surface Mines	12
Human-Like Decision Making at Unsignalized Intersections Using Social Value Orientation	12

Modeling Usage Frequencies and Vehicle Preferences in a Large-Scale Electric Vehicle Sharing System	12
Destination-Aware Coordinated Ramp Metering for Preventing Off-Ramp Queue Spillover and Mainstream Congestion	12
FoggyEdge: An Information-Centric Computation Offloading and Management Framework for Edge-Based Vehicular Fog Computing	12
Signal Detection Techniques in Social Internet of Vehicles: Review and Challenges	12
Front Cover	12
Multi-Sensor Fusion and Cooperative Perception for Autonomous Driving: A Review	12
An Adaptive Dynamic Coding Method for Track Circuit in a High-Speed Railway	11
Entropy Feature Fusion-Based Diagnosis for Railway Point Machines Using Vibration Signals Based on Kernel Principal Component Analysis and Support Vector Machine	11
Flight Demonstration of High Altitude Aircraft Navigation With Cellular Signals	11
Calendar	11
Edge–Artificial Intelligence-Powered Parking Surveillance With Quantized Neural Networks	11
Large Transportation Models on the Horizon: Challenges and Issues [Editor’s Column]	11
[Calendar]	11
Optimal Control-Based Highway Pilot Motion Planner With Stochastic Traffic Consideration	11
Collaborative Perception in Autonomous Driving: Methods, Datasets, and Challenges	11
26th IEEE International Conference on Intelligent Transportation Systems	11
Front Cover	11
TechRxiv: Share Your Preprint Research With the World!	10
Masthead	10
IEEE Access filler	10
Telling “Warm” Stories and Presenting “Vivid” Research: From Academic Papers to Narrative Papers [Editor’s column]	10
IEEE Proceedings	10
ITS Society Conferences [Conference Reports]	10
Laboratory of Traffic Engineering [Its Research Lab]	9
Impact Analysis of Traffic Factors on Urban Bus Bunching	9
Dynamic Traffic Flow Prediction Based on Long-Short Term Memory Framework With Feature Organization	9
Research on System Architecture, Basic Platform, and Development Path of Autonomous Intelligent High-Speed Railway System	9
What’s Next After Big Models? Small Models? Agents? Other Things? [Editor’s Column]	9
Are You Moving?	9
Multi-Agent Path Finding in Unmanned Aircraft System Traffic Management With Scheduling and Speed Variation	9
Modeling Human-Like Driving Behavior at a Signal Intersection Based on Driver Risk Field Model	9
Front Cover	9
A Process-Oriented and Coalescent Analysis Method for Safety and Security in Railway Systems	9
Road Boundary-Enhanced Automatic Background Filtering for Roadside Lidar Sensors	9
DERNet: Driver Emotion Recognition Using Onboard Camera	9
Masthead	8
Optimizing Handoff Schemes in Communication-Based Train Control: Reinforcement Learning to Reduce the Age of Information	8
The Role of Integrity Monitoring in Connected and Automated Vehicles: Current State of Practice and Future Directions	8
Edge Feature-Enhanced Network for Collision Risk Assessment Using Traffic Scene Graphs	8
Masthead	8
Let Us Reinstate the Public Trust in the Safety Benefits of Automated Vehicles [Editor’s Column]	8
Transportation Efficiency Evaluation Under the Policies of Energy Savings and Emissions Reduction	8
TrafficRAG for Transportation 5.0: Building “6S” Parallel Transportation Systems via Retrieval-Augmented Generation	8
Low-Noise Flight Path Planning of Drones Based on a Virtual Flight Noise Simulator: A Vehicle Routing Problem	7
An Introduction to the Purdue Digital Twin Lab [ITS Research Lab]	7
An Integrated Traffic and Vehicle Co-Simulation Testing Framework for Connected and Autonomous Vehicles	7
IEEE Feedback	7
Masthead	7
A Bayesian Game-Based Train Protection Method Using Train-to-Train Communication	7
How Well Can Driverless Vehicles Hear? An Introduction to Auditory Perception for Autonomous and Smart Vehicles	7
Fleet Sizing for Reservation-Based Car-Sharing Services Allowing Cruise Parking	7
IEEE Access	7
Road Roughness Estimation Through Smartphone-Measured Acceleration	7
When Blockchain Meets Urban Rail Transit: Current Prospects, Case Studies, and Future Challenges	7
Coordinated Operation Strategy Design for Virtually Coupled Train Set: A Multiagent Reinforcement Learning Approach	7
IEEE Conversation	7
Uncertainty Region Discovery and Model Refinement for Domain Adaptation in Road Detection	7