OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Intelligent Transportation Systems Magazine is 5. 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 2021-06-01 to 2025-06-01.)

Article	Citations
Comments on “Let Us Reinstate the Public Trust in the Safety Benefits of Automated Vehicles” [Letter to the Editor]	188
Masthead	91
TechRxiv: Share Your Preprint Research With the World!	90
IEEE Feedback	77
The Story of IEEE ICVES: The Dark Days Before China’s Boom in New Energy Vehicles [History and Perspectives]	73
Still on the Way: Too Many Traffic Scenarios? Not Enough! [Editor’s Column]	72
Expected Effect of Adopting the eCall System on Reducing Traffic-Related Deaths and Social Costs	71
A Safety-Oriented Dynamic Moving Block Train Control System Based on Train-to-Train Communication	69
Lane-Based Traffic Arrival Pattern Estimation Using License Plate Recognition Data	67
Intelligent Distribution Transportation Route Planning Considering Traffic Congestion	67
Predictive Trajectory Planning for On-Road Autonomous Vehicles Based on a Spatiotemporal Risk Field	63
An Optimized Temporal-Spatial Gated Graph Convolution Network for Traffic Forecasting	59
Enhanced Mobility With Connectivity and Automation: A Review of Shared Autonomous Vehicle Systems	58
Brain-Inspired Driver Emotion Detection for Intelligent Cockpits Based on Real Driving Data	58
Parallel Hierarchical Control-Based Efficiency Enhancement for Large-Scale Virtual Reality Traffic Simulation	56
Uncertainty-Aware Vehicle Energy Efficiency Prediction Using an Ensemble of Neural Networks	53
IEEE Foundation	44
On the Passenger Acceptance of Driverless Shuttles	41
IEEE Feedback	41
Table of Contents	39
Distributed Stochastic Model Predictive Control for Heterogeneous Vehicle Platoons Subject to Modeling Uncertainties	38
TechRxiv: Share Your Preprint Research With the World!	38
Table of Contents	38
A Secure, Blockchain-Enabled Vehicular Sensor Communication Protocol With Deep Learning-Assisted Anomaly Detection	38
IEEE Feedback	36

IEEE Tech RXIV-Share your preprint research with the world!	34
William T. Scherer [In Memoriam]	30
IEEE Moving	26
IEEE Foundation	26
Networked Optimization, Diagnosis, and Estimation Laboratory at the University of Alberta [Its Research Lab]	25
An Underground Parking Lot Mask for the Long-Term Visual Localization of Intelligent Vehicles	24
ITS Applications That Prioritize Human Interaction [President’s Message]	23
IEEE Intelligent Transportation Systems Society Outreach Committee: Bridging Connections and Fostering Engagement [Society News]	22
The 2017-2020 ITSM Outstanding Paper Awards and The 2017-2020 ITSM Outstanding Reviewer Awards [Society News]	22
Shipment Path Planning for Rail Networks Considering Elastic Capacity	22
Railway Alignment Optimization Considering Lifecycle Costs	22
Learning the Driver Acceleration/Deceleration Behavior Under High-Speed Environments From Naturalistic Driving Data	21
Calendar	20
Table of Contents	20
Sea-Surface Object Detection Based on Electro-Optical Sensors: A Review	20
ITS Society Conferences [Conference Reports]	19
IEEE Feedback	18
PODAR: A Collision Risk Model Offering Valid Signals for Vehicular Interactions	17
Navigating the Future: Empowering Young Professionals in ITS [ITS Diversity]	16
IEEE APP	16
Calendar [Calendar]	16
3D Lidar Point Cloud Segmentation for Automated Driving	16
DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond	16
Predictive Information Multiagent Deep Reinforcement Learning for Automated Truck Platooning Control	15
Personalizing Driver Agent Using Large Language Models for Driving Safety and Smarter Human–Machine Interactions	15
How Human Drivers Can Benefit From Collective Perception: A User Study	14
Masthead	14
A Comparison of Deep Reinforcement Learning Models for Isolated Traffic Signal Control	14
Masthead	14
Aerial Light Field Spectrum Analysis for Unmanned Aerial Vehicle Optimization Sampling and Rendering in Large-Scale Scenes	14
Optimal Traffic Control for a Tandem Intersection With Improved Lane Assignments at Presignals	14
Front Cover	14
A Survey of Traffic Flow Prediction Methods Based on Long Short-Term Memory Networks	14
An Unsupervised Learning Approach for Robust Denied Boarding Probability Estimation Using Smart Card and Operation Data in Urban Railways	13
Front Cover	12
Navigating Patterns Analysis for Onboard Guidance Support in Crossing Collision-Avoidance Operations	12
A Railway Turnout Closeness Monitoring Method Based on Switch Gap Images	12
Front Cover	12
The Search-Based Mutation Testing of the Chinese Train Control System Level 3 On Board a Train Control System	12
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction	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
Deep Demand Prediction: An Enhanced Conformer Model With Cold-Start Adaptation for Origin–Destination Ride-Hailing Demand Prediction	12
On Celebrating ITSS Scholarly Culture [President’s Message]	11
Table of Contents	11
Signal Detection Techniques in Social Internet of Vehicles: Review and Challenges	11
A Cloud Big-Data-Driven Dynamics Control Approach for Unmanned Ground Vehicles for Safety Improving	11
Optimized Multicar Dynamic Route Planning Based on Time-Hierarchical Graph Model	11
Front Cover	11
The Power of the ITSS’ Commitment to “Recognizing and Celebrating” [President’s Message]	11

Table of Contents	11
Modeling Usage Frequencies and Vehicle Preferences in a Large-Scale Electric Vehicle Sharing System	11
Front Cover	10
FoggyEdge: An Information-Centric Computation Offloading and Management Framework for Edge-Based Vehicular Fog Computing	10
[Calendar]	10
26th IEEE International Conference on Intelligent Transportation Systems	10
Destination-Aware Coordinated Ramp Metering for Preventing Off-Ramp Queue Spillover and Mainstream Congestion	10
Calendar	10
A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area	10
Multi-Sensor Fusion and Cooperative Perception for Autonomous Driving: A Review	10
Optimal Control-Based Highway Pilot Motion Planner With Stochastic Traffic Consideration	9
Large Transportation Models on the Horizon: Challenges and Issues [Editor’s Column]	9
Flight Demonstration of High Altitude Aircraft Navigation With Cellular Signals	9
An Adaptive Dynamic Coding Method for Track Circuit in a High-Speed Railway	9
Entropy Feature Fusion-Based Diagnosis for Railway Point Machines Using Vibration Signals Based on Kernel Principal Component Analysis and Support Vector Machine	9
Edge–Artificial Intelligence-Powered Parking Surveillance With Quantized Neural Networks	9
ITS Society Conferences [Conference Reports]	8
Telling “Warm” Stories and Presenting “Vivid” Research: From Academic Papers to Narrative Papers [Editor’s column]	8
IEEE Proceedings	8
Collaborative Perception in Autonomous Driving: Methods, Datasets, and Challenges	8
IEEE Access filler	8
TechRxiv: Share Your Preprint Research With the World!	8
Masthead	8
DERNet: Driver Emotion Recognition Using Onboard Camera	7
What’s Next After Big Models? Small Models? Agents? Other Things? [Editor’s Column]	7
Front Cover	7
Dynamic Traffic Flow Prediction Based on Long-Short Term Memory Framework With Feature Organization	7
Masthead	7
Transportation Efficiency Evaluation Under the Policies of Energy Savings and Emissions Reduction	7
Road Boundary-Enhanced Automatic Background Filtering for Roadside Lidar Sensors	7
A Process-Oriented and Coalescent Analysis Method for Safety and Security in Railway Systems	7
Are You Moving?	7
Multi-Agent Path Finding in Unmanned Aircraft System Traffic Management With Scheduling and Speed Variation	7
Edge Feature-Enhanced Network for Collision Risk Assessment Using Traffic Scene Graphs	7
Laboratory of Traffic Engineering [Its Research Lab]	7
Research on System Architecture, Basic Platform, and Development Path of Autonomous Intelligent High-Speed Railway System	7
Impact Analysis of Traffic Factors on Urban Bus Bunching	7
Modeling Human-Like Driving Behavior at a Signal Intersection Based on Driver Risk Field Model	7
Let Us Reinstate the Public Trust in the Safety Benefits of Automated Vehicles [Editor’s Column]	7
Masthead	7
A Bayesian Game-Based Train Protection Method Using Train-to-Train Communication	6
How Well Can Driverless Vehicles Hear? An Introduction to Auditory Perception for Autonomous and Smart Vehicles	6
IEEE Conversation	6
Low-Noise Flight Path Planning of Drones Based on a Virtual Flight Noise Simulator: A Vehicle Routing Problem	6
An Introduction to the Purdue Digital Twin Lab [ITS Research Lab]	6
Road Roughness Estimation Through Smartphone-Measured Acceleration	6
When Blockchain Meets Urban Rail Transit: Current Prospects, Case Studies, and Future Challenges	6
IEEE Feedback	6
Coordinated Operation Strategy Design for Virtually Coupled Train Set: A Multiagent Reinforcement Learning Approach	6
Optimizing Handoff Schemes in Communication-Based Train Control: Reinforcement Learning to Reduce the Age of Information	6
An Integrated Traffic and Vehicle Co-Simulation Testing Framework for Connected and Autonomous Vehicles	6
IEEE Access	6
Dynamic Origin-Destination Flow Prediction Using Spatial-Temporal Graph Convolution Network With Mobile Phone Data	5
Probabilistic Prediction of Longitudinal Trajectory Considering Driving Heterogeneity With Interpretability	5
High-Speed Rail Station Location Optimization Using Customized Utility Functions	5
MOHP-EC: A Multiobjective Hierarchical Prediction Framework for Urban Rail Transit Passenger Flow	5
Fleet Sizing for Reservation-Based Car-Sharing Services Allowing Cruise Parking	5
On the Way Towards the 2025–2030 ITSS Strategic Plan [President’s Message]	5
A Data-Driven Intelligent Energy Efficiency Management System for Ships	5
Errata	5
IEEE Connect	5
Masthead	5
A Map-Matching Algorithm With Extraction of Multi-Group Information for Low-Frequency Data	5
Masthead	5
IEEE Collabratec	5
A Continuous Autonomous Train Positioning Method Using Stereo Vision and Object Tracking	5
The Outcome of “The 2021 Shape the Future of ITS” Competition [Editor’s Column]	5
Jam-Absorption Driving Strategy for Improving Safety Near Oscillations in a Connected Vehicle Environment Considering Consequential Jams	5
A Context-Aware Framework for Risky Driving Behavior Evaluation Based on Trajectory Data	5
Call for ITSM Outstanding Paper Award Nominations	5
Toward an Online Decision Support System to Improve Collision Risk Assessment at Sea	5
IEEE Tech Rxiv	5
Driving the Future: Highlights From the 2023 IEEE Intelligent Vehicles Symposium [President’s Message]	5
Uncertainty Region Discovery and Model Refinement for Domain Adaptation in Road Detection	5
Lab for Urban Mobility Systems [ITS Research Lab]	5
Special Section on Safety of Automated Driving in Intelligent Transportation Systems [Guest Editorial]	5
Human-Centric Role in Self-Driving Vehicles: Can Human Driving Perception Change the Flavor of Safety Features?	5