OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Intelligent Transportation Systems is 117. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Formula-E Multi-Car Race Strategy Development—A Novel Approach Using Reinforcement Learning	1541
IEEE INTELLIGENT TRANSPORTATION SYSTEMS SOCIETY	485
IEEE Intelligent Transportation Systems Society Information	477
Recognition of Road Surface Conditions With a 82–98 GHz Total Power Dual-Polarized Radiometer on a Vehicle	465
Cross-Scenario Vigilance Detection Based on EEG Analysis for Safety Driving in Autonomous	421
On Reliable Awareness System for Autonomous River Vessels	403
Fine-Grained Trajectory Reconstruction by Microscopic Traffic Simulation With Dynamic Data-Driven Evolutionary Optimization	398
Context-Aware Attention Encoder-Decoder Network for Connected Heavy-Duty Vehicle Aggressive Driving Identification Under Naturalistic Driving Conditions	391
Semantic Segmentation for Free Space and Lane Based on Grid-Based Interest Point Detection	348
Table of Contents	340
IEEE Transactions on Intelligent Transportation Systems Publication Information	316
Ensemble SARSA and LSTM for User-Centric Handover Decisions in 5G Vehicular Networks	287
A Multi-Agent Sensing Framework via Joint Motion Planning and Resource Optimization	272
An Evolutionary Game of Perception-Based Stochastic User-Equilibrium in a Parallel Network	269
Speed and Direction Aware Skyline Query for Moving Objects	250
GREEN: A Global Optimization Scheme for Transportation Efficiency by Mining Taxi Mobility	244
Novel Workload-Aware Approach to Mobile User Reallocation in Crowded Mobile Edge Computing Environment	241
Model Partition and Resource Allocation for Split Learning in Vehicular Edge Networks	239
Privacy-Preserving Travel Recommendation Based on Stay Points Over Outsourced Spatio-Temporal Data	239
A Conditional Diffusion-Based Crack Segmentation Model: ConditionCrack Segmentation	233
A Direct Vehicle Tracking Algorithm Based on Adaptive Parallel Factor Decomposition	232
Optimization Algorithm of UAVs Task Assignment and Path Planning Based on Dynamic Cluster Particle Swarm Optimization	231
Cross-Attribute Feature-Perceptive Driver Emotion Recognition in Real Scenarios	228
An Efficient Hybrid Model Based on IPOA Optimized BiGRU-AM Network for Maritime Traffic Trajectory Prediction	227
Cooperative Package Assignment for Heterogeneous Express Stations	224

Bayesian Critique-Tune-based Reinforcement Learning With Adaptive Pressure for Multi-Intersection Traffic Signal Control	213
IEEE INTELLIGENT TRANSPORTATION SYSTEMS SOCIETY	211
A Computation Decomposition Strategy for Optimization-Based Coordination of Automated Vehicles in Confined Sites	210
Leveraging Dynamic Right-of-Way Allocation and Tolling Policy for CAV Dedicated Lane Management to Promote CAV and Improve Mobility	208
SELMA: SEmantic Large-Scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints	208
Wasserstein Loss With Alternative Reinforcement Learning for Severity-Aware Semantic Segmentation	200
ARPLR: An All-Round and Highly Privacy-Preserving Location-Based Routing Scheme for VANETs	198
Sampling-Based Hierarchical Trajectory Planning for Formation Flight	197
On Minimizing the Age of Information in NOMA-Based Vehicular Networks Using Markov Decision Process	195
Modeling Small-Granularity Expressway Traffic Volumes With Quantum Walks	194
Few-Sample Traffic Prediction With Graph Networks Using Locale as Relational Inductive Biases	193
Origin-Destination Matrix Prediction in Public Transport Networks: Incorporating Heterogeneous Direct and Transfer Trips	191
AI-Driven Dynamic Allocation and Management Optimization for EV Charging Stations	191
AGBM: An Adaptive Gradient Balanced Mechanism for the End-to-End Steering Estimation	190
2023 Index IEEE Transactions on Intelligent Transportation Systems Vol. 24	187
Asymmetric Energy Storage Integrated Modular Multilevel Converter for Unbalance and Power Factor Compensation of Advanced TPSS	187
CBi-GNN: Cross-Scale Bilateral Graph Neural Network for 3D Object Detection	187
An Automatic Extrinsic Calibration Method for mmWave Radar and Camera in Traffic Environment	186
Network-Wide Link Travel Time and Station Waiting Time Estimation Using Automatic Fare Collection Data: A Computational Graph Approach	183
An Enhanced Cell Transmission Model for Multi-Class Signal Control	182
A Planner-Agnostic Monitor for Behaviour Feasibility of Autonomous Vehicles Using a Bayesian Discriminator	179
Test Coverage Index for ADAS/ADS Assessment Based on Various Real-World Information Points	174
A New Early Warning Method of Train Tracking Interval Based on CTC	172
Achieving Energy-Efficient and Travel Time-Optimized Trajectory and Signal Control for CAEVs	172
Accuracy- and Simplicity-Oriented Self-Calibration Approach for In-Vehicle GNSS/INS/Vision System With Observability Analysis	170
REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting	170
Vehicle and Pedestrian Detection Algorithm Based on Lightweight YOLOv3-Promote and Semi-Precision Acceleration	169
Two-Level Energy Control Strategy Based on ADP and A-ECMS for Series Hybrid Electric Vehicles	168
Deep Confidence Propagation Stereo Network	167
Vehicle Trajectory Prediction by Integrating Data-Driven and Knowledge-Guided Technique	164
A Novel Robust Inertial and Ultra-Short Baseline Integrated Navigation Strategy Under the Influence of Motion Effect	164
pyrtklib: An Open-Source Package for Tightly Coupled Deep Learning and GNSS Integration for Positioning in Urban Canyons	164
Transfer Methods for Vehicle Carbon Emission Models Based on the Parallel Transportation System	164
Route Choice Behavior Modeling for Emergency Evacuation and Efficiency Analysis Based on Type-II Fuzzy Theory	162
Deciding Truck Platooning Operational Rules With Stochastic Approximation for Vehicle Safe Overtaking on Two-Lane Undivided Highways	162
Cross-Scale Overlapping Patch-Based Attention Network for Road Crack Detection	161
Distributionally Consistent Simulation of Naturalistic Driving Environment for Autonomous Vehicle Testing	157
Bilateral Control Model for Autonomous Vehicles Based on Deep Reinforcement Learning	154
Center TextSpotter: A Novel Text Spotter for Autonomous Unmanned Vehicles	153
Potential Routes Extraction for Urban Customized Bus Based on Vehicle Trajectory Clustering	152
A Diffusion-Based Reactive Approach to Road Network Cooperative Persistent Surveillance	151
Investigation of Three Potential Stress Inducement Tasks During On-Road Driving	151
Safe and Efficient Cooperative Platooning	148
SIoVChain: Time-Lock Contract Based Privacy-Preserving Data Sharing in SIoV	148
BELT-Fusion: Bayesian Evidential Late Fusion for Trustworthy V2X Perception	147
Detecting Compromised IoT Devices Through XGBoost	144
Design of Platooning Controllers That Achieve Collision Avoidance by External Positivity	144
A Reinforcement Learning Approach for Rebalancing Electric Vehicle Sharing Systems	141
A VT-HMM-Based Framework for Countdown Timer Traffic Light State Estimation	141
High-Risk Trajectories Generation for Safety Testing of Autonomous Vehicles Based on In-Depth Crash Data	140

Online Dynamic Pricing for Electric Vehicle Charging Stations With Reservations	139
Awareness on Present and Future Trajectory of Vehicle Using Multiple Hypotheses in the Mixed Traffic of Intersection	139
Adversarial Driving Behavior Generation via Fuzzy Reward Reinforcement Learning Incorporating Human Risk Cognition	138
Probabilistic Metamodels for an Efficient Characterization of Complex Driving Scenarios	137
Fault Diagnosis for Rail Profile Data Using Refined Dispersion Entropy and Dependence Measurements	137
Efficient and Robust Collaborative Perception via Cross-Vehicle Spatio-Temporal Feature Selecting	137
The Safety Shell: An Architecture to Handle Functional Insufficiencies in Automated Driving	136
A Super-Fast Satellite Selection Algorithm Based on Power Series Expansion	135
Multi-Agent-Based Approaches for Cooperative Traffic Management in C-ITS: Systematic Literature Review (SLR)	135
Visual-Based Moving Target Tracking With Solar-Powered Fixed-Wing UAV: A New Learning-Based Approach	134
Motion Sickness Prediction Based on Dry EEG in Real Driving Environment	133
A Dual-Flow Attentive Network With Feature Crossing for Chained Trip Purpose Inference	133
Efficient Uncertainty-Aware Collision Avoidance for Autonomous Driving Using Convolutions	133
Go-Stereo: Geometry-Gated Offset Correction Stereo Matching for Autonomous Driving	132
Driver Gaze Area Prediction During IVIS Secondary Tasks Based on Multivariate Features of Spatial-Temporal Distribution	131
PMI-Transformer: Parking Memory Interaction Transformer for Vehicle Intent Prediction via Cooperative Vehicle-Infrastructure Systems	131
Dynamic Expansion Planning of Charging Stations With Fixed and Mobile Chargers	130
Context-Aware 3D Object Detection From a Single Image in Autonomous Driving	130
Cooperative and Automated Road Transport - European Perspective	129
Exploring Diversity-Based Active Learning for 3D Object Detection in Autonomous Driving	128
A Robust Reinforcement Learning Framework for Platoon Control of Heterogeneous Vehicles Under Uncertain Dynamics	128
Intrusion Detection for Maritime Transportation Systems With Batch Federated Aggregation	127
Estimation of Moving Direction and Size of Vehicle in High-Resolution Automotive Radar System	127
Enabling Safe ITS: EEG-Based Microsleep Detection in VANETs	126
A Wearable Galvanic Vestibular Stimulation Device With Adaptive Motion Sickness Risk Prediction and Symptoms Alleviation	125
MFANet: Multifaceted Feature Aggregation Network for Oil Stains Detection of High-Speed Trains	125
Advancements and Insights in Assessing Cognitive Load During Driving: A Comprehensive Narrative Review	124
Game Theory-Based Harmonious Decision-Making for Autonomous Bus Lane Change	124
Saliency-Induced Moving Object Detection for Robust RGB-D Vision Navigation Under Complex Dynamic Environments	123
Cooperative Spacing Sampled Control of Vehicle Platoon Considering Undirected Topology and Analog Fading Networks	122
Efficient and Private Scheduling of Wireless Electric Vehicles Charging Using Reinforcement Learning	122
Robust Cruise Control for the Heavy Haul Train Subject to Disturbance and Actuator Saturation	120
Crowd Emotion Prediction for Human-Vehicle Interaction Through Modified Transfer Learning and Fuzzy Logic Ranking	120
Accurate Map Matching Method for Mobile Phone Signaling Data Under Spatio-Temporal Uncertainty	120
VOMA: A Privacy-Preserving Matching Mechanism Design for Community Ride-Sharing	120
Synthesizing Realistic Trajectory Data With Differential Privacy	120
Roundabouts: Traffic Simulations of Connected and Automated Vehicles—A State of the Art	119
TARA 2.0 for Connected and Automated Vehicles	119
Energetic Impacts of Autonomous Vehicles in Real-World Traffic Conditions From Nine Open-Source Datasets	118
Improved Point-Voxel Region Convolutional Neural Network: 3D Object Detectors for Autonomous Driving	117
Decentralized Ride-Sharing and Vehicle-Pooling Based on Fair Cost-Sharing Mechanisms	117
Modeling and Efficient Passenger-Oriented Control for Urban Rail Transit Networks	117