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 2020-05-01 to 2024-05-01.)

Article	Citations
Design of Running Grades for Energy-Efficient Train Regulation: A Case Study for Beijing Yizhuang Line	126
Vehicle Trajectory Prediction Using LSTMs With Spatial–Temporal Attention Mechanisms	95
Security and Privacy Issues in Intelligent Transportation Systems: Classification and Challenges	80
A Novel Perspective on Travel Demand Prediction Considering Natural Environmental and Socioeconomic Factors	61
Test Scenario Generation and Optimization Technology for Intelligent Driving Systems	54
Cooperative Control of Heterogeneous Connected Vehicles with Directed Acyclic Interactions	52
A Fault Diagnosis Method for Train Plug Doors via Sound Signals	52
The Fault Diagnosis of a Switch Machine Based on Deep Random Forest Fusion	50
DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond	49
Enhanced Mobility With Connectivity and Automation: A Review of Shared Autonomous Vehicle Systems	47
Graph Attention LSTM: A Spatiotemporal Approach for Traffic Flow Forecasting	46
Limited Sensing and Deep Data Mining: A New Exploration of Developing City-Wide Parking Guidance Systems	46
The Role of Digital Twins in Connected and Automated Vehicles	44
Routing Schemes in Software-Defined Vehicular Networks: Design, Open Issues and Challenges	39
A Deep Reinforcement Learning Approach to Ride-Sharing Vehicle Dispatching in Autonomous Mobility-on-Demand Systems	37
Mapping for Autonomous Driving: Opportunities and Challenges	37
Intelligent Transportation System Security: Impact-Oriented Risk Assessment of in-Vehicle Networks	36
Ethical Decision Making in Autonomous Vehicles: Challenges and Research Progress	34
On-Road Object Detection and Tracking Based on Radar and Vision Fusion: A Review	33
Automatic Vehicle Detection With Roadside LiDAR Data Under Rainy and Snowy Conditions	30
Threat Assessment Techniques in Intelligent Vehicles: A Comparative Survey	29
Autonomous and Semiautonomous Intersection Management: A Survey	29
A Cooperative Multiagent System for Traffic Signal Control Using Game Theory and Reinforcement Learning	28
Eco-Driving Operation of Connected Vehicle With V2I Communication Among Multiple Signalized Intersections	27
Human–Machine Adaptive Shared Control for Safe Driving Under Automation Degradation	26

Handling Occlusions in Automated Driving Using a Multiaccess Edge Computing Server-Based Environment Model From Infrastructure Sensors	26
A Survey of Authentication Techniques in Vehicular Ad-Hoc Networks	23
Human-Like Decision Making of Artificial Drivers in Intelligent Transportation Systems: An End-to-End Driving Behavior Prediction Approach	22
Traffic Forecasting via Dilated Temporal Convolution With Peak-Sensitive Loss	22
Acclimatizing the Operational Design Domain for Autonomous Driving Systems	22
Visual-Attribute-Based Emotion Regulation of Angry Driving Behaviors	22
Distributed Stochastic Model Predictive Control for Heterogeneous Vehicle Platoons Subject to Modeling Uncertainties	21
Enhancing Passenger Comfort in Autonomous Vehicles Through Vehicle Handling Analysis and Optimization	21
Comparative Analysis of Radar and Lidar Technologies for Automotive Applications	21
A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains	21
China's 12-Year Quest of Autonomous Vehicular Intelligence: The Intelligent Vehicles Future Challenge Program	19
Predicting Vacant Parking Space Availability: A Long Short-Term Memory Approach	19
Softwarization, Virtualization, and Machine Learning for Intelligent and Effective Vehicle-to-Everything Communications	18
A Modified Full Velocity Difference Model with Acceleration and Deceleration Confinement: Calibrations, Validations, and Scenario Analyses	18
The Search-Based Mutation Testing of the Chinese Train Control System Level 3 On Board a Train Control System	18
Media Influence, Trust, and the Public Adoption of Automated Vehicles	17
Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles	17
Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways	17
Urban Road Safety Prediction: A Satellite Navigation Perspective	16
Survey on Cooperative Control for Waterborne Transport	16
Gaps in the Control of Automated Vehicles on Roads	16
Point Wise or Feature Wise? A Benchmark Comparison of Publicly Available Lidar Odometry Algorithms in Urban Canyons	16
Investigating the Longitudinal Impact of Cooperative Adaptive Cruise Control Vehicle Degradation Under Communication Interruption	16
Parallel Intelligence for Smart Mobility in Cyberphysical Social System-Defined Metaverses: A Report on the International Parallel Driving Alliance	14
The Internet of Things for Smart Roads: A Road Map From Present to Future Road Infrastructure	14
Diagnosis of Irregularity Sources by Automatic Vehicle Location Data	14
Digital Twin and Parallel Intelligence Based on Location and Transportation: A Vision for New Synergy Between the IEEE CRFID and ITSS in Cyberphysical Social Systems [Society News]	14
Navigating Patterns Analysis for Onboard Guidance Support in Crossing Collision-Avoidance Operations	14
A Qualitative Analysis of Vehicle Positioning Requirements for Connected Vehicle Applications	13
Railway Alignment Optimization Considering Lifecycle Costs	13
Non-Deterministic Delay Behavior Testing of Chinese Train Control System Using UPPAAL-TRON	13
A Comparison of Deep Reinforcement Learning Models for Isolated Traffic Signal Control	13
Driving Strategy Optimization and Field Test on an Urban Rail Transit System	13
Autonomous Collision Avoidance of Unmanned Surface Vehicles Based on Improved A-Star and Dynamic Window Approach Algorithms	13
Road Roughness Estimation Through Smartphone-Measured Acceleration	13
Commercial Cloud Computing for Connected Vehicle Applications in Transportation Cyberphysical Systems: A Case Study	13
Modeling Location Choice of Taxi Drivers for Passenger Pickup Using GPS Data	12
Collaborative Perception in Autonomous Driving: Methods, Datasets, and Challenges	12
Understanding Human Activity and Urban Mobility Patterns From Massive Cellphone Data: Platform Design and Applications	12
Renewable Energy Integration in Intelligent Railway of China: Configurations, Applications and Issues	11
An Integrated Traffic and Vehicle Co-Simulation Testing Framework for Connected and Autonomous Vehicles	11
Cyber-Physical-Social System for Parallel Driving: From Concept to Application	11
An End to End Recognition for License Plates Using Convolutional Neural Networks	11
An Electric Vehicle Battery-Swapping System: Concept, Architectures, and Implementations	10
Bus Travel Time Prediction Based on Ensemble Learning Methods	10
A Context-Aware Framework for Risky Driving Behavior Evaluation Based on Trajectory Data	10
Multiobjective Optimization on the Operation Speed Profile Design of an Urban Railway Train With a Hybrid Running Strategy	10
Literature Review Toward Decentralized Railway Traffic Management	10
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey	10
A Survey of the Social Internet of Vehicles: Secure Data Issues, Solutions, and Federated Learning	9

Enhanced Medium Access for Traffic Management in Smart-Cities’ Vehicular-Cloud	9
Synchronous Maneuver Searching and Trajectory Planning for Autonomous Vehicles in Dynamic Traffic Environments	9
Exploring Human Mobility Patterns and Travel Behavior: A Focus on Private Cars	9
Dynamic Origin-Destination Flow Prediction Using Spatial-Temporal Graph Convolution Network With Mobile Phone Data	9
Edge–Artificial Intelligence-Powered Parking Surveillance With Quantized Neural Networks	8
Traffic Control System Technologies for Road Vehicles: A Patent Analysis	8
Integrated Control for a Large-Scale Mixed Network of Arterials and Freeways	8
COVID-19 Along With Autonomous Vehicles Will Put an End to Rail Systems in Isolated Territories	8
Discretionary Cut-In Driving Behavior Risk Assessment Based on Naturalistic Driving Data	8
An Effective Method of Vehicle Speed Evaluation in Systems Using Anisotropic Magneto-Resistive Sensors	8
Smart Railway Operation Aid System for Facilities With Low-Safety Requirements	8
Railway Alignment Optimization Under Uncertainty With a Minimax Robust Method	8
Learning to Automatically Catch Potholes in Worldwide Road Scene Images	8
A Data-Driven Intelligent Energy Efficiency Management System for Ships	8
A Safety-Oriented Dynamic Moving Block Train Control System Based on Train-to-Train Communication	8
A Survey of 3D Point Cloud and Deep Learning-Based Approaches for Scene Understanding in Autonomous Driving	8
5G Channel Models for Railway Use Cases at mmWave Band and the Path Towards Terahertz	8
Feedback Linearization-Based Perimeter Controllers for Oversaturated Regions	8
Understanding and Predicting the Short-Term Passenger Flow of Station-Free Shared Bikes: A Spatiotemporal Deep Learning Approach	8
A Dynamic Pricing System for Electric Vehicle Charging Management Using Reinforcement Learning	8
Fractional-Order Retinex for Adaptive Contrast Enhancement of Under-Exposed Traffic Images	8
Mobility Prediction in Vehicular Ad-Hoc Networks: Prediction Aims, Techniques, Use Cases, and Research Challenges	7
Optimal Control-Based Highway Pilot Motion Planner With Stochastic Traffic Consideration	7
The Prediction of Urban Road Traffic Congestion by Using a Deep Stacked Long Short-Term Memory Network	7
Jam-Absorption Driving Strategy for Improving Safety Near Oscillations in a Connected Vehicle Environment Considering Consequential Jams	7
Lane-Based Traffic Arrival Pattern Estimation Using License Plate Recognition Data	7
The Smart Intersection: A Solution to Early-Stage Vehicle-to-Everything Deployment	7
An Offline Framework for the Diagnosis of Transfer Reliability Using Automatic Vehicle Location Data	7
A Novel Reliability-Centered Opportunistic Maintenance Strategy for Metro Train Complex Systems	7
An Optimized Temporal-Spatial Gated Graph Convolution Network for Traffic Forecasting	7
Modeling Usage Frequencies and Vehicle Preferences in a Large-Scale Electric Vehicle Sharing System	7
X-CAR: An Experimental Vehicle Platform for Connected Autonomy Research	7
Testing Predictive Automated Driving Systems: Lessons Learned and Future Recommendations	6
Rebalancing Bike-Sharing System With Deep Sequential Learning	6
MAPark: A Multi-Agent Auction-Based Parking System in Internet of Things	6
Driving Data Dissemination: The "Term" Governing Connected Car Information	6
From Simultaneous Localization and Mapping to Collaborative Localization for Intelligent Vehicles	6
A Network-Based Conflict Resolution Approach for Unmanned Aerial Vehicle Operations in Dense Nonsegregated Airspace	6
A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area	6
Making You Only Look Once Faster: Toward Real-Time Intelligent Transportation Detection	6
Discover Trip Purposes From Cellular Network Data With Topic Modeling	6
Dynamic Traffic Flow Prediction Based on Long-Short Term Memory Framework With Feature Organization	6
An Autonomous, Intelligent Sign Control System Using Wireless Communication and LED Signs for Rural and Suburban Roads	6
Next-Generation Vessel Traffic Services Systems—From “Passive” to “Proactive”	6
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction	6
Comparative Analysis & Modelling for Riders’ Conflict Avoidance Behavior of E-Bikes and Bicycles at Un-Signalized Intersections	6
Learning to Drive: End-to-End Off-Road Path Prediction	6
Pedestrian Recognition Using Cross-Modality Learning in Convolutional Neural Networks	6
Dynamic Trajectory-Based Traffic Dispersion Method for Intersection Traffic Accidents in an Intelligent and Connected Environment	6
Learning the Driver Acceleration/Deceleration Behavior Under High-Speed Environments From Naturalistic Driving Data	5
A Reservation-Based Coordinated Transit Signal Priority Method for Bus Rapid Transit System With Connected Vehicle Technologies	5
Unexpected Dynamic Obstacle Monocular Detection in the Driver View	5
AMSense: How Mobile Sensing Platforms Capture Pedestrian/Cyclist Spatiotemporal Properties in Cities	5
FoggyEdge: An Information-Centric Computation Offloading and Management Framework for Edge-Based Vehicular Fog Computing	5
A Method for Making a Fair Evaluation of Driving Styles in Different Scenarios With Recommendations for Their Improvement	5
An Autonomous Modular Mobility Paradigm	5
Data Accuracy Oriented Method for Deploying Fixed and Mobile Traffic Sensors Along a Freeway	5
An Intelligent Adaptive Spatiotemporal Graph Approach for GPS-Data-Based Travel-Time Estimation	5
Monocular Connected-Vehicle Position Estimation on Sloping and Uneven Roads	5
Lane-Level Heterogeneous Traffic Flow Prediction: A Spatiotemporal Attention-Based Encoder–Decoder Model	5
A WAVE Based and Collaboration Driven Framework for Reduced Traffic Congestion in Smart Cities	5
A Novel Method in Light-Rail Condition Monitoring Using Smartphones	5
Multi-Sensor Fusion and Cooperative Perception for Autonomous Driving: A Review	5
Deep Demand Prediction: An Enhanced Conformer Model With Cold-Start Adaptation for Origin–Destination Ride-Hailing Demand Prediction	5