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 2020-04-01 to 2024-04-01.)

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	91
Security and Privacy Issues in Intelligent Transportation Systems: Classification and Challenges	79
A Novel Perspective on Travel Demand Prediction Considering Natural Environmental and Socioeconomic Factors	61
A Fault Diagnosis Method for Train Plug Doors via Sound Signals	52
Test Scenario Generation and Optimization Technology for Intelligent Driving Systems	52
The Fault Diagnosis of a Switch Machine Based on Deep Random Forest Fusion	50
Cooperative Control of Heterogeneous Connected Vehicles with Directed Acyclic Interactions	50
DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond	48
Enhanced Mobility With Connectivity and Automation: A Review of Shared Autonomous Vehicle Systems	46
Graph Attention LSTM: A Spatiotemporal Approach for Traffic Flow Forecasting	45
Limited Sensing and Deep Data Mining: A New Exploration of Developing City-Wide Parking Guidance Systems	42
Routing Schemes in Software-Defined Vehicular Networks: Design, Open Issues and Challenges	38
The Role of Digital Twins in Connected and Automated Vehicles	38
Intelligent Transportation System Security: Impact-Oriented Risk Assessment of in-Vehicle Networks	36
A Deep Reinforcement Learning Approach to Ride-Sharing Vehicle Dispatching in Autonomous Mobility-on-Demand Systems	34
Ethical Decision Making in Autonomous Vehicles: Challenges and Research Progress	33
Mapping for Autonomous Driving: Opportunities and Challenges	33
Automatic Vehicle Detection With Roadside LiDAR Data Under Rainy and Snowy Conditions	30
On-Road Object Detection and Tracking Based on Radar and Vision Fusion: A Review	30
A Cooperative Multiagent System for Traffic Signal Control Using Game Theory and Reinforcement Learning	28
Autonomous and Semiautonomous Intersection Management: A Survey	27
Threat Assessment Techniques in Intelligent Vehicles: A Comparative Survey	27
Handling Occlusions in Automated Driving Using a Multiaccess Edge Computing Server-Based Environment Model From Infrastructure Sensors	26
Eco-Driving Operation of Connected Vehicle With V2I Communication Among Multiple Signalized Intersections	25

Human–Machine Adaptive Shared Control for Safe Driving Under Automation Degradation	25
A Survey of Authentication Techniques in Vehicular Ad-Hoc Networks	22
Human-Like Decision Making of Artificial Drivers in Intelligent Transportation Systems: An End-to-End Driving Behavior Prediction Approach	21
Distributed Stochastic Model Predictive Control for Heterogeneous Vehicle Platoons Subject to Modeling Uncertainties	21
Acclimatizing the Operational Design Domain for Autonomous Driving Systems	21
Visual-Attribute-Based Emotion Regulation of Angry Driving Behaviors	21
A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains	20
Traffic Forecasting via Dilated Temporal Convolution With Peak-Sensitive Loss	20
Enhancing Passenger Comfort in Autonomous Vehicles Through Vehicle Handling Analysis and Optimization	19
The Search-Based Mutation Testing of the Chinese Train Control System Level 3 On Board a Train Control System	18
Softwarization, Virtualization, and Machine Learning for Intelligent and Effective Vehicle-to-Everything Communications	18
Predicting Vacant Parking Space Availability: A Long Short-Term Memory Approach	18
A Modified Full Velocity Difference Model with Acceleration and Deceleration Confinement: Calibrations, Validations, and Scenario Analyses	18
China's 12-Year Quest of Autonomous Vehicular Intelligence: The Intelligent Vehicles Future Challenge Program	18
Comparative Analysis of Radar and Lidar Technologies for Automotive Applications	17
Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways	16
Investigating the Longitudinal Impact of Cooperative Adaptive Cruise Control Vehicle Degradation Under Communication Interruption	16
Media Influence, Trust, and the Public Adoption of Automated Vehicles	16
Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles	16
Survey on Cooperative Control for Waterborne Transport	16
Urban Road Safety Prediction: A Satellite Navigation Perspective	15
Gaps in the Control of Automated Vehicles on Roads	15
Point Wise or Feature Wise? A Benchmark Comparison of Publicly Available Lidar Odometry Algorithms in Urban Canyons	14
The Internet of Things for Smart Roads: A Road Map From Present to Future Road Infrastructure	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
Diagnosis of Irregularity Sources by Automatic Vehicle Location Data	13
Railway Alignment Optimization Considering Lifecycle Costs	13
Navigating Patterns Analysis for Onboard Guidance Support in Crossing Collision-Avoidance Operations	13
Driving Strategy Optimization and Field Test on an Urban Rail Transit System	13
A Comparison of Deep Reinforcement Learning Models for Isolated Traffic Signal Control	13
Commercial Cloud Computing for Connected Vehicle Applications in Transportation Cyberphysical Systems: A Case Study	13
Understanding Human Activity and Urban Mobility Patterns From Massive Cellphone Data: Platform Design and Applications	12
Non-Deterministic Delay Behavior Testing of Chinese Train Control System Using UPPAAL-TRON	12
A Qualitative Analysis of Vehicle Positioning Requirements for Connected Vehicle Applications	12
Parallel Intelligence for Smart Mobility in Cyberphysical Social System-Defined Metaverses: A Report on the International Parallel Driving Alliance	12
Road Roughness Estimation Through Smartphone-Measured Acceleration	12
An End to End Recognition for License Plates Using Convolutional Neural Networks	11
An Integrated Traffic and Vehicle Co-Simulation Testing Framework for Connected and Autonomous Vehicles	11
Collaborative Perception in Autonomous Driving: Methods, Datasets, and Challenges	11
Renewable Energy Integration in Intelligent Railway of China: Configurations, Applications and Issues	11
Autonomous Collision Avoidance of Unmanned Surface Vehicles Based on Improved A-Star and Dynamic Window Approach Algorithms	11
Modeling Location Choice of Taxi Drivers for Passenger Pickup Using GPS Data	11
Bus Travel Time Prediction Based on Ensemble Learning Methods	10
Literature Review Toward Decentralized Railway Traffic Management	10
Cyber-Physical-Social System for Parallel Driving: From Concept to Application	10
An Electric Vehicle Battery-Swapping System: Concept, Architectures, and Implementations	10
Multiobjective Optimization on the Operation Speed Profile Design of an Urban Railway Train With a Hybrid Running Strategy	10
Enhanced Medium Access for Traffic Management in Smart-Cities’ Vehicular-Cloud	9
Exploring Human Mobility Patterns and Travel Behavior: A Focus on Private Cars	9
A Context-Aware Framework for Risky Driving Behavior Evaluation Based on Trajectory Data	9

A Survey of the Social Internet of Vehicles: Secure Data Issues, Solutions, and Federated Learning	9
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey	9
Edge–Artificial Intelligence-Powered Parking Surveillance With Quantized Neural Networks	8
Railway Alignment Optimization Under Uncertainty With a Minimax Robust Method	8
Synchronous Maneuver Searching and Trajectory Planning for Autonomous Vehicles in Dynamic Traffic Environments	8
Integrated Control for a Large-Scale Mixed Network of Arterials and Freeways	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
COVID-19 Along With Autonomous Vehicles Will Put an End to Rail Systems in Isolated Territories	8
Understanding and Predicting the Short-Term Passenger Flow of Station-Free Shared Bikes: A Spatiotemporal Deep Learning Approach	8
Fractional-Order Retinex for Adaptive Contrast Enhancement of Under-Exposed Traffic Images	8
A Survey of 3D Point Cloud and Deep Learning-Based Approaches for Scene Understanding in Autonomous Driving	8
Traffic Control System Technologies for Road Vehicles: A Patent Analysis	8
Dynamic Origin-Destination Flow Prediction Using Spatial-Temporal Graph Convolution Network With Mobile Phone Data	8
A Safety-Oriented Dynamic Moving Block Train Control System Based on Train-to-Train Communication	8
A Dynamic Pricing System for Electric Vehicle Charging Management Using Reinforcement Learning	8
An Offline Framework for the Diagnosis of Transfer Reliability Using Automatic Vehicle Location Data	7
A Data-Driven Intelligent Energy Efficiency Management System for Ships	7
Learning to Automatically Catch Potholes in Worldwide Road Scene Images	7
The Smart Intersection: A Solution to Early-Stage Vehicle-to-Everything Deployment	7
5G Channel Models for Railway Use Cases at mmWave Band and the Path Towards Terahertz	7
A Novel Reliability-Centered Opportunistic Maintenance Strategy for Metro Train Complex Systems	7
Lane-Based Traffic Arrival Pattern Estimation Using License Plate Recognition Data	7
The Prediction of Urban Road Traffic Congestion by Using a Deep Stacked Long Short-Term Memory Network	7
Feedback Linearization-Based Perimeter Controllers for Oversaturated Regions	7
Mobility Prediction in Vehicular Ad-Hoc Networks: Prediction Aims, Techniques, Use Cases, and Research Challenges	7
An Optimized Temporal-Spatial Gated Graph Convolution Network for Traffic Forecasting	7
Optimal Control-Based Highway Pilot Motion Planner With Stochastic Traffic Consideration	7
Next-Generation Vessel Traffic Services Systems—From “Passive” to “Proactive”	6
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction	6
Rebalancing Bike-Sharing System With Deep Sequential Learning	6
Learning to Drive: End-to-End Off-Road Path Prediction	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
Testing Predictive Automated Driving Systems: Lessons Learned and Future Recommendations	6
X-CAR: An Experimental Vehicle Platform for Connected Autonomy Research	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 Trajectory-Based Traffic Dispersion Method for Intersection Traffic Accidents in an Intelligent and Connected Environment	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
Modeling Usage Frequencies and Vehicle Preferences in a Large-Scale Electric Vehicle Sharing System	6
Jam-Absorption Driving Strategy for Improving Safety Near Oscillations in a Connected Vehicle Environment Considering Consequential Jams	6
MAPark: A Multi-Agent Auction-Based Parking System in Internet of Things	6
Driving Data Dissemination: The "Term" Governing Connected Car Information	6
Pedestrian Recognition Using Cross-Modality Learning in Convolutional Neural Networks	6
FoggyEdge: An Information-Centric Computation Offloading and Management Framework for Edge-Based Vehicular Fog Computing	5
Comparative Analysis & Modelling for Riders’ Conflict Avoidance Behavior of E-Bikes and Bicycles at Un-Signalized Intersections	5
Data Accuracy Oriented Method for Deploying Fixed and Mobile Traffic Sensors Along a Freeway	5
A Method for Making a Fair Evaluation of Driving Styles in Different Scenarios With Recommendations for Their Improvement	5
A Reservation-Based Coordinated Transit Signal Priority Method for Bus Rapid Transit System With Connected Vehicle Technologies	5
A Novel Method in Light-Rail Condition Monitoring Using Smartphones	5
AMSense: How Mobile Sensing Platforms Capture Pedestrian/Cyclist Spatiotemporal Properties in Cities	5
Monocular Connected-Vehicle Position Estimation on Sloping and Uneven Roads	5
A WAVE Based and Collaboration Driven Framework for Reduced Traffic Congestion in Smart Cities	5