OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Intelligent Transportation Systems is 118. 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 2022-08-01 to 2026-08-01.)

Article	Citations
IEEE INTELLIGENT TRANSPORTATION SYSTEMS SOCIETY	568
IEEE Intelligent Transportation Systems Society Information	462
On Reliable Awareness System for Autonomous River Vessels	343
Table of Contents	320
IEEE Transactions on Intelligent Transportation Systems Publication Information	314
An Evolutionary Game of Perception-Based Stochastic User-Equilibrium in a Parallel Network	312
A New Early Warning Method of Train Tracking Interval Based on CTC	295
Enabling Safe ITS: EEG-Based Microsleep Detection in VANETs	280
CBi-GNN: Cross-Scale Bilateral Graph Neural Network for 3D Object Detection	269
A Direct Vehicle Tracking Algorithm Based on Adaptive Parallel Factor Decomposition	262
IEEE INTELLIGENT TRANSPORTATION SYSTEMS SOCIETY	258
A Computation Decomposition Strategy for Optimization-Based Coordination of Automated Vehicles in Confined Sites	250
Sampling-Based Hierarchical Trajectory Planning for Formation Flight	247
Adversarial Driving Behavior Generation via Fuzzy Reward Reinforcement Learning Incorporating Human Risk Cognition	236
MFANet: Multifaceted Feature Aggregation Network for Oil Stains Detection of High-Speed Trains	234
Bilateral Control Model for Autonomous Vehicles Based on Deep Reinforcement Learning	232
How Accurate Should Prediction Be for Connected Autonomous Vehicles at Blind Intersections?	231
Context-Aware 3D Object Detection From a Single Image in Autonomous Driving	226
A Super-Fast Satellite Selection Algorithm Based on Power Series Expansion	222
A Conditional Diffusion-Based Crack Segmentation Model: ConditionCrack Segmentation	220
Operational Optimization of the Intelligent Bi-Directional Suspended Monorail System for Sea-Rail Intermodal Transportation	219
A VT-HMM-Based Framework for Countdown Timer Traffic Light State Estimation	214
Accurate Map Matching Method for Mobile Phone Signaling Data Under Spatio-Temporal Uncertainty	214
REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting	210
The Safety Shell: An Architecture to Handle Functional Insufficiencies in Automated Driving	209

Roundabouts: Traffic Simulations of Connected and Automated Vehicles—A State of the Art	206
Smart Road Stud-Empowered Vehicle Magnetic Field Distribution and Vehicle Detection	205
VOMA: A Privacy-Preserving Matching Mechanism Design for Community Ride-Sharing	202
Efficient and Robust Collaborative Perception via Cross-Vehicle Spatio-Temporal Feature Selecting	202
Refining Time–Space Traffic Diagrams: A Neighborhood-Adaptive Linear Regression Method	200
Robust Adversarial Weighted Meta Reinforcement Learning for Generalizable Traffic Signal Control	199
Context-Aware Attention Encoder-Decoder Network for Connected Heavy-Duty Vehicle Aggressive Driving Identification Under Naturalistic Driving Conditions	199
Efficient Uncertainty-Aware Collision Avoidance for Autonomous Driving Using Convolutions	197
Double DQN for Optimizing Safety by Minimizing Driver Uncertainty at Highway-Rail Crossings: A Dilemma Field Theory	194
Discrete-Time Self-Triggered Sliding Mode Control for Trajectory Tracking of Autonomous Surface Vessels With Network Delays	194
High-Risk Trajectories Generation for Safety Testing of Autonomous Vehicles Based on In-Depth Crash Data	191
Achieving Energy-Efficient and Travel Time-Optimized Trajectory and Signal Control for CAEVs	186
AGBM: An Adaptive Gradient Balanced Mechanism for the End-to-End Steering Estimation	184
Vision-Based Geometric Model for Accurate and Fast Lane Recognition in Complex Conditions	177
On Minimizing the Age of Information in NOMA-Based Vehicular Networks Using Markov Decision Process	177
A Dual-Flow Attentive Network With Feature Crossing for Chained Trip Purpose Inference	176
Automotive Security: Threat Forewarning and ECU Source Mapping Derived From Physical Features of Network Signals	172
Flying Vehicle Detection Under Complex Conditions With RGB–Infrared Imagery: A Large-Scale Open-Source Suite and Benchmark Approach	171
PMI-Transformer: Parking Memory Interaction Transformer for Vehicle Intent Prediction via Cooperative Vehicle-Infrastructure Systems	170
Risk-Augmented Loss With Attention Mechanisms: Enhancing Proximal Policy Optimization for Safer Autonomous Driving	170
SIoVChain: Time-Lock Contract Based Privacy-Preserving Data Sharing in SIoV	168
Advancements and Insights in Assessing Cognitive Load During Driving: A Comprehensive Narrative Review	167
Saliency-Induced Moving Object Detection for Robust RGB-D Vision Navigation Under Complex Dynamic Environments	166
ARPLR: An All-Round and Highly Privacy-Preserving Location-Based Routing Scheme for VANETs	166
Distributionally Consistent Simulation of Naturalistic Driving Environment for Autonomous Vehicle Testing	166
BELT-Fusion: Bayesian Evidential Late Fusion for Trustworthy V2X Perception	165
Vehicle and Pedestrian Detection Algorithm Based on Lightweight YOLOv3-Promote and Semi-Precision Acceleration	164
A Diffusion-Based Reactive Approach to Road Network Cooperative Persistent Surveillance	163
An Energy-Efficient Lyapunov-Based Cooperative Adaptive Cruise Controller for Electric Vehicles	160
Enhancing Pedestrian Safety Through Automated Emergency Steering: Design and Experimental Validation of a Risk-Based Architecture	160
A Trajectory Planning Approach Incorporating Load Transfer Dynamics and Energy-Based Rollover Risk for Autonomous Truck Platoon	157
Multi-Agent Transformer Learning for Moving Target Positioning and Tracking in Complex Environments Using UAV Swarms	156
A Wearable Galvanic Vestibular Stimulation Device With Adaptive Motion Sickness Risk Prediction and Symptoms Alleviation	155
Driver Gaze Area Prediction During IVIS Secondary Tasks Based on Multivariate Features of Spatial-Temporal Distribution	154
Cooperative and Automated Road Transport - European Perspective	152
A Review of Vision-Based Vehicle Detection for UAV-Based Traffic Monitoring: Experimental Insights and Future Directions	151
Go-Stereo: Geometry-Gated Offset Correction Stereo Matching for Autonomous Driving	150
Deciding Truck Platooning Operational Rules With Stochastic Approximation for Vehicle Safe Overtaking on Two-Lane Undivided Highways	150
An Intention-Driven Lane Change Framework Considering Heterogeneous Dynamic Cooperation in Mixed-Traffic Environments	148
Detecting Compromised IoT Devices Through XGBoost	146
Toward Data-Driven Simulation of Network-Wide Traffic: A Multi-Agent Imitation Learning Approach Using Urban Vehicle Trajectory Data	146
KOLOMVERSE: Korea Open Large-Scale Image Dataset for Object Detection in the Maritime Universe	146
Asymmetric Energy Storage Integrated Modular Multilevel Converter for Unbalance and Power Factor Compensation of Advanced TPSS	145
AI-Driven Dynamic Allocation and Management Optimization for EV Charging Stations	144
Cross-Scale Overlapping Patch-Based Attention Network for Road Crack Detection	143
Transfer Methods for Vehicle Carbon Emission Models Based on the Parallel Transportation System	143
Leveraging Dynamic Right-of-Way Allocation and Tolling Policy for CAV Dedicated Lane Management to Promote CAV and Improve Mobility	143
A Multi-Agent Sensing Framework via Joint Motion Planning and Resource Optimization	143
Koopman-Based Hybrid Modeling and Zonotopic Tube Robust MPC for Motion Control of Automated Vehicles	142
Fault Diagnosis for Rail Profile Data Using Refined Dispersion Entropy and Dependence Measurements	142

Awareness on Present and Future Trajectory of Vehicle Using Multiple Hypotheses in the Mixed Traffic of Intersection	139
Network-Wide Link Travel Time and Station Waiting Time Estimation Using Automatic Fare Collection Data: A Computational Graph Approach	138
Probabilistic Metamodels for an Efficient Characterization of Complex Driving Scenarios	137
Reactive Composition of UAV Delivery Services in Urban Environments	137
Recognition of Road Surface Conditions With a 82–98 GHz Total Power Dual-Polarized Radiometer on a Vehicle	136
Privacy-Preserving Travel Recommendation Based on Stay Points Over Outsourced Spatio-Temporal Data	135
A Robust Reinforcement Learning Framework for Platoon Control of Heterogeneous Vehicles Under Uncertain Dynamics	134
Fine-Grained Data Sharing With Enhanced Privacy Protection and Dynamic Users Group Service for the IoV	133
Vulnerable Road User Trajectory Prediction for Autonomous Driving Using a Data-Driven Integrated Approach	132
A Robust Dynamic Game-Based Control Framework for Integrated Torque Vectoring and Active Front-Wheel Steering System	132
Accuracy- and Simplicity-Oriented Self-Calibration Approach for In-Vehicle GNSS/INS/Vision System With Observability Analysis	132
2023 Index IEEE Transactions on Intelligent Transportation Systems Vol. 24	132
Synergizing Autonomous and Traditional Vehicles: A Systematic Review of Advances and Challenges in Traffic Flow Management With Signalized Intersections	131
Spatio-Temporal Lattice Planning Using Optimal Motion Primitives	131
GCN-Based Pavement Crack Detection Using Mobile LiDAR Point Clouds	131
A Planner-Agnostic Monitor for Behaviour Feasibility of Autonomous Vehicles Using a Bayesian Discriminator	131
Modeling and Efficient Passenger-Oriented Control for Urban Rail Transit Networks	131
Crowd Emotion Prediction for Human-Vehicle Interaction Through Modified Transfer Learning and Fuzzy Logic Ranking	130
Bayesian Critique-Tune-based Reinforcement Learning With Adaptive Pressure for Multi-Intersection Traffic Signal Control	128
Robust Cruise Control for the Heavy Haul Train Subject to Disturbance and Actuator Saturation	127
An Automatic Extrinsic Calibration Method for mmWave Radar and Camera in Traffic Environment	127
A Novel Robust Inertial and Ultra-Short Baseline Integrated Navigation Strategy Under the Influence of Motion Effect	127
Physics-Based Trajectory Design for Cellular-Connected UAV in Rainy Environments Based on Deep Reinforcement Learning	126
Multi-Agent-Based Approaches for Cooperative Traffic Management in C-ITS: Systematic Literature Review (SLR)	126
Center TextSpotter: A Novel Text Spotter for Autonomous Unmanned Vehicles	126
Energetic Impacts of Autonomous Vehicles in Real-World Traffic Conditions From Nine Open-Source Datasets	126
PO-GUISE+: Pose and Object Guided Transformer Token Selection for Efficient Driver Action Recognition	125
Context-Conditioned Spatio-Temporal Predictive Learning for Reliable V2V Channel Prediction	125
Two-Level Energy Control Strategy Based on ADP and A-ECMS for Series Hybrid Electric Vehicles	124
Enhancing Robustness of Deep Reinforcement Learning Based Adaptive Traffic Signal Controllers in Mixed Traffic Environments Through Data Fusion and Multi-Discrete Actions	122
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation	122
Instance-Conditioned Adaptation for Large-Scale Generalization of Neural Routing Solver	121
A Nonlocal Similarity Learning-Based Tensor Completion Model With Its Application in Intelligent Transportation System	121
Cross-Scenario Vigilance Detection Based on EEG Analysis for Safety Driving in Autonomous	121
Privacy-Preserving Cross-Area Traffic Forecasting in ITS: A Transferable Spatial-Temporal Graph Neural Network Approach	120
A Secure Self-Certified Broadcast Authentication Protocol for Intelligent Transportation Systems in UAV-Assisted Mobile Edge Computing Environments	120
SELMA: SEmantic Large-Scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints	120
Design of Platooning Controllers That Achieve Collision Avoidance by External Positivity	119
Potential Routes Extraction for Urban Customized Bus Based on Vehicle Trajectory Clustering	119
Learning Optimal Robust Control for Nonlinear Mixed Traffic Under External Disturbance	119
Ensemble SARSA and LSTM for User-Centric Handover Decisions in 5G Vehicular Networks	119
pyrtklib: An Open-Source Package for Tightly Coupled Deep Learning and GNSS Integration for Positioning in Urban Canyons	119
A High Performance Real-Time Traffic Prediction Method Based on Hybrid Integrated Model for High-Speed Railway Networks	118
Optimizing Nursing Care Taxi Dispatch Leveraging Integer Linear Programming Solvers and Machine Learning	118