OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Intelligent Transportation Systems Magazine is 6. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Design of Running Grades for Energy-Efficient Train Regulation: A Case Study for Beijing Yizhuang Line	136
Vehicle Trajectory Prediction Using LSTMs With Spatial–Temporal Attention Mechanisms	127
Security and Privacy Issues in Intelligent Transportation Systems: Classification and Challenges	95
A Novel Perspective on Travel Demand Prediction Considering Natural Environmental and Socioeconomic Factors	65
The Fault Diagnosis of a Switch Machine Based on Deep Random Forest Fusion	63
Limited Sensing and Deep Data Mining: A New Exploration of Developing City-Wide Parking Guidance Systems	62
A Fault Diagnosis Method for Train Plug Doors via Sound Signals	61
The Role of Digital Twins in Connected and Automated Vehicles	59
Cooperative Control of Heterogeneous Connected Vehicles with Directed Acyclic Interactions	57
Graph Attention LSTM: A Spatiotemporal Approach for Traffic Flow Forecasting	55
Test Scenario Generation and Optimization Technology for Intelligent Driving Systems	55
DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond	55
Enhanced Mobility With Connectivity and Automation: A Review of Shared Autonomous Vehicle Systems	50
On-Road Object Detection and Tracking Based on Radar and Vision Fusion: A Review	49
Mapping for Autonomous Driving: Opportunities and Challenges	48
A Deep Reinforcement Learning Approach to Ride-Sharing Vehicle Dispatching in Autonomous Mobility-on-Demand Systems	43
Ethical Decision Making in Autonomous Vehicles: Challenges and Research Progress	42
Routing Schemes in Software-Defined Vehicular Networks: Design, Open Issues and Challenges	41
Threat Assessment Techniques in Intelligent Vehicles: A Comparative Survey	40
Automatic Vehicle Detection With Roadside LiDAR Data Under Rainy and Snowy Conditions	39
Intelligent Transportation System Security: Impact-Oriented Risk Assessment of in-Vehicle Networks	39
Collaborative Perception in Autonomous Driving: Methods, Datasets, and Challenges	37
Comparative Analysis of Radar and Lidar Technologies for Automotive Applications	36
Handling Occlusions in Automated Driving Using a Multiaccess Edge Computing Server-Based Environment Model From Infrastructure Sensors	34
A Cooperative Multiagent System for Traffic Signal Control Using Game Theory and Reinforcement Learning	34

Human–Machine Adaptive Shared Control for Safe Driving Under Automation Degradation	33
Autonomous and Semiautonomous Intersection Management: A Survey	33
Eco-Driving Operation of Connected Vehicle With V2I Communication Among Multiple Signalized Intersections	33
Distributed Stochastic Model Predictive Control for Heterogeneous Vehicle Platoons Subject to Modeling Uncertainties	32
Human-Like Decision Making of Artificial Drivers in Intelligent Transportation Systems: An End-to-End Driving Behavior Prediction Approach	29
Acclimatizing the Operational Design Domain for Autonomous Driving Systems	29
Visual-Attribute-Based Emotion Regulation of Angry Driving Behaviors	28
Autonomous Collision Avoidance of Unmanned Surface Vehicles Based on Improved A-Star and Dynamic Window Approach Algorithms	27
A Survey of Authentication Techniques in Vehicular Ad-Hoc Networks	26
Enhancing Passenger Comfort in Autonomous Vehicles Through Vehicle Handling Analysis and Optimization	25
Traffic Forecasting via Dilated Temporal Convolution With Peak-Sensitive Loss	25
Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles	24
China's 12-Year Quest of Autonomous Vehicular Intelligence: The Intelligent Vehicles Future Challenge Program	21
Point Wise or Feature Wise? A Benchmark Comparison of Publicly Available Lidar Odometry Algorithms in Urban Canyons	21
Predicting Vacant Parking Space Availability: A Long Short-Term Memory Approach	21
A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains	21
A Comparison of Deep Reinforcement Learning Models for Isolated Traffic Signal Control	20
Urban Road Safety Prediction: A Satellite Navigation Perspective	19
Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways	19
The Search-Based Mutation Testing of the Chinese Train Control System Level 3 On Board a Train Control System	18
Gaps in the Control of Automated Vehicles on Roads	18
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
Media Influence, Trust, and the Public Adoption of Automated Vehicles	18
Survey on Cooperative Control for Waterborne Transport	17
Multi-Sensor Fusion and Cooperative Perception for Autonomous Driving: A Review	17
The Internet of Things for Smart Roads: A Road Map From Present to Future Road Infrastructure	17
Parallel Intelligence for Smart Mobility in Cyberphysical Social System-Defined Metaverses: A Report on the International Parallel Driving Alliance	16
Modeling Location Choice of Taxi Drivers for Passenger Pickup Using GPS Data	16
Investigating the Longitudinal Impact of Cooperative Adaptive Cruise Control Vehicle Degradation Under Communication Interruption	16
Diagnosis of Irregularity Sources by Automatic Vehicle Location Data	16
An Integrated Traffic and Vehicle Co-Simulation Testing Framework for Connected and Autonomous Vehicles	16
An Electric Vehicle Battery-Swapping System: Concept, Architectures, and Implementations	16
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]	16
Commercial Cloud Computing for Connected Vehicle Applications in Transportation Cyberphysical Systems: A Case Study	16
Receive, Reason, and React: Drive as You Say, With Large Language Models in Autonomous Vehicles	15
Navigating Patterns Analysis for Onboard Guidance Support in Crossing Collision-Avoidance Operations	15
Learning to Automatically Catch Potholes in Worldwide Road Scene Images	14
Understanding Human Activity and Urban Mobility Patterns From Massive Cellphone Data: Platform Design and Applications	14
Railway Alignment Optimization Considering Lifecycle Costs	14
A Qualitative Analysis of Vehicle Positioning Requirements for Connected Vehicle Applications	14
Renewable Energy Integration in Intelligent Railway of China: Configurations, Applications and Issues	14
Sea-Surface Object Detection Based on Electro-Optical Sensors: A Review	13
Driving Strategy Optimization and Field Test on an Urban Rail Transit System	13
Integrated Control for a Large-Scale Mixed Network of Arterials and Freeways	13
Non-Deterministic Delay Behavior Testing of Chinese Train Control System Using UPPAAL-TRON	13
Road Roughness Estimation Through Smartphone-Measured Acceleration	13
Modeling Usage Frequencies and Vehicle Preferences in a Large-Scale Electric Vehicle Sharing System	12
An End to End Recognition for License Plates Using Convolutional Neural Networks	12
Cyber-Physical-Social System for Parallel Driving: From Concept to Application	12

A Survey of the Social Internet of Vehicles: Secure Data Issues, Solutions, and Federated Learning	12
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey	12
A Context-Aware Framework for Risky Driving Behavior Evaluation Based on Trajectory Data	12
Understanding and Predicting the Short-Term Passenger Flow of Station-Free Shared Bikes: A Spatiotemporal Deep Learning Approach	12
Literature Review Toward Decentralized Railway Traffic Management	11
5G Channel Models for Railway Use Cases at mmWave Band and the Path Towards Terahertz	11
Bus Travel Time Prediction Based on Ensemble Learning Methods	11
Multiobjective Optimization on the Operation Speed Profile Design of an Urban Railway Train With a Hybrid Running Strategy	11
Next-Generation Vessel Traffic Services Systems—From “Passive” to “Proactive”	11
Feedback Linearization-Based Perimeter Controllers for Oversaturated Regions	11
Exploring Human Mobility Patterns and Travel Behavior: A Focus on Private Cars	11
Lane-Based Traffic Arrival Pattern Estimation Using License Plate Recognition Data	11
Optimal Control-Based Highway Pilot Motion Planner With Stochastic Traffic Consideration	11
Dynamic Origin-Destination Flow Prediction Using Spatial-Temporal Graph Convolution Network With Mobile Phone Data	11
Discretionary Cut-In Driving Behavior Risk Assessment Based on Naturalistic Driving Data	11
A Dynamic Pricing System for Electric Vehicle Charging Management Using Reinforcement Learning	11
Entropy Feature Fusion-Based Diagnosis for Railway Point Machines Using Vibration Signals Based on Kernel Principal Component Analysis and Support Vector Machine	10
A Safety-Oriented Dynamic Moving Block Train Control System Based on Train-to-Train Communication	10
Synchronous Maneuver Searching and Trajectory Planning for Autonomous Vehicles in Dynamic Traffic Environments	10
X-CAR: An Experimental Vehicle Platform for Connected Autonomy Research	10
Enhanced Medium Access for Traffic Management in Smart-Cities’ Vehicular-Cloud	9
Fractional-Order Retinex for Adaptive Contrast Enhancement of Under-Exposed Traffic Images	9
Comparative Analysis & Modelling for Riders’ Conflict Avoidance Behavior of E-Bikes and Bicycles at Un-Signalized Intersections	9
Discover Trip Purposes From Cellular Network Data With Topic Modeling	9
An Optimized Temporal-Spatial Gated Graph Convolution Network for Traffic Forecasting	9
Smart Railway Operation Aid System for Facilities With Low-Safety Requirements	9
Jam-Absorption Driving Strategy for Improving Safety Near Oscillations in a Connected Vehicle Environment Considering Consequential Jams	9
A Reservation-Based Coordinated Transit Signal Priority Method for Bus Rapid Transit System With Connected Vehicle Technologies	9
An Autonomous Modular Mobility Paradigm	9
Edge–Artificial Intelligence-Powered Parking Surveillance With Quantized Neural Networks	9
The Smart Intersection: A Solution to Early-Stage Vehicle-to-Everything Deployment	8
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction	8
A Data-Driven Intelligent Energy Efficiency Management System for Ships	8
A Survey of 3D Point Cloud and Deep Learning-Based Approaches for Scene Understanding in Autonomous Driving	8
The Prediction of Urban Road Traffic Congestion by Using a Deep Stacked Long Short-Term Memory Network	8
Deep Demand Prediction: An Enhanced Conformer Model With Cold-Start Adaptation for Origin–Destination Ride-Hailing Demand Prediction	8
Railway Alignment Optimization Under Uncertainty With a Minimax Robust Method	8
Traffic Control System Technologies for Road Vehicles: A Patent Analysis	8
COVID-19 Along With Autonomous Vehicles Will Put an End to Rail Systems in Isolated Territories	8
A Novel Reliability-Centered Opportunistic Maintenance Strategy for Metro Train Complex Systems	8
Reliability of Self-Driving Cars: When Can We Remove the Safety Driver?	7
A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area	7
Resilient Self-Triggered Model Predictive Control of Discrete-Time Nonlinear Cyberphysical Systems Against False Data Injection Attacks	7
Lane-Level Heterogeneous Traffic Flow Prediction: A Spatiotemporal Attention-Based Encoder–Decoder Model	7
Mobility Prediction in Vehicular Ad-Hoc Networks: Prediction Aims, Techniques, Use Cases, and Research Challenges	7
Unexpected Dynamic Obstacle Monocular Detection in the Driver View	7
A Network-Based Conflict Resolution Approach for Unmanned Aerial Vehicle Operations in Dense Nonsegregated Airspace	7
An Intelligent Adaptive Spatiotemporal Graph Approach for GPS-Data-Based Travel-Time Estimation	7
Adaptive Finite-Time Trajectory Tracking Control of Autonomous Vehicles That Experience Disturbances and Actuator Saturation	7
Deep Dense Network-Based Curriculum Reinforcement Learning for High-Speed Overtaking	7
Online Car-Hailing Origin-Destination Forecast Based on a Temporal Graph Convolutional Network	7
Pedestrian Recognition Using Cross-Modality Learning in Convolutional Neural Networks	7
From Simultaneous Localization and Mapping to Collaborative Localization for Intelligent Vehicles	7
Testing Predictive Automated Driving Systems: Lessons Learned and Future Recommendations	7
FoggyEdge: An Information-Centric Computation Offloading and Management Framework for Edge-Based Vehicular Fog Computing	7
Making You Only Look Once Faster: Toward Real-Time Intelligent Transportation Detection	7
MAPark: A Multi-Agent Auction-Based Parking System in Internet of Things	7
Learning the Driver Acceleration/Deceleration Behavior Under High-Speed Environments From Naturalistic Driving Data	7
Dynamic Trajectory-Based Traffic Dispersion Method for Intersection Traffic Accidents in an Intelligent and Connected Environment	7
A Scientometric Review of Mobility-on-Demand Car-Sharing Systems	7
Flight Demonstration of High Altitude Aircraft Navigation With Cellular Signals	6
Forward to the Past: CASTLab’s Cyber-Social-Physical Approach for ITS in 1999 [History and Perspectives]	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 Offline Framework for the Diagnosis of Transfer Reliability Using Automatic Vehicle Location Data	6
Rebalancing Bike-Sharing System With Deep Sequential Learning	6
Ethics Dilemmas and Autonomous Vehicles: Ethics Preference Modeling and Implementation of Personal Ethics Setting for Autonomous Vehicles in Dilemmas	6
An Autonomous, Intelligent Sign Control System Using Wireless Communication and LED Signs for Rural and Suburban Roads	6
Human-Centric Role in Self-Driving Vehicles: Can Human Driving Perception Change the Flavor of Safety Features?	6
High-Speed Rail Station Location Optimization Using Customized Utility Functions	6
An Effective Method of Vehicle Speed Evaluation in Systems Using Anisotropic Magneto-Resistive Sensors	6
Driving Data Dissemination: The "Term" Governing Connected Car Information	6