OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Intelligent Transportation Systems is 115. 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 2021-12-01 to 2025-12-01.)

Article	Citations
Formula-E Multi-Car Race Strategy Development—A Novel Approach Using Reinforcement Learning	1498
IEEE INTELLIGENT TRANSPORTATION SYSTEMS SOCIETY	477
IEEE Intelligent Transportation Systems Society Information	459
Recognition of Road Surface Conditions With a 82–98 GHz Total Power Dual-Polarized Radiometer on a Vehicle	455
Cross-Scenario Vigilance Detection Based on EEG Analysis for Safety Driving in Autonomous	416
A Wearable Galvanic Vestibular Stimulation Device With Adaptive Motion Sickness Risk Prediction and Symptoms Alleviation	392
On Reliable Awareness System for Autonomous River Vessels	390
Fine-Grained Trajectory Reconstruction by Microscopic Traffic Simulation With Dynamic Data-Driven Evolutionary Optimization	373
Context-Aware Attention Encoder-Decoder Network for Connected Heavy-Duty Vehicle Aggressive Driving Identification Under Naturalistic Driving Conditions	338
Semantic Segmentation for Free Space and Lane Based on Grid-Based Interest Point Detection	325
Table of Contents	309
IEEE Transactions on Intelligent Transportation Systems Publication Information	284
Ensemble SARSA and LSTM for User-Centric Handover Decisions in 5G Vehicular Networks	266
A Multi-Agent Sensing Framework via Joint Motion Planning and Resource Optimization	264
An Evolutionary Game of Perception-Based Stochastic User-Equilibrium in a Parallel Network	237
GREEN: A Global Optimization Scheme for Transportation Efficiency by Mining Taxi Mobility	236
Speed and Direction Aware Skyline Query for Moving Objects	236
IEEE INTELLIGENT TRANSPORTATION SYSTEMS SOCIETY	234
A Computation Decomposition Strategy for Optimization-Based Coordination of Automated Vehicles in Confined Sites	233
Saliency-Induced Moving Object Detection for Robust RGB-D Vision Navigation Under Complex Dynamic Environments	231
Wasserstein Loss With Alternative Reinforcement Learning for Severity-Aware Semantic Segmentation	228
SELMA: SEmantic Large-Scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints	227
Leveraging Dynamic Right-of-Way Allocation and Tolling Policy for CAV Dedicated Lane Management to Promote CAV and Improve Mobility	220
Accuracy- and Simplicity-Oriented Self-Calibration Approach for In-Vehicle GNSS/INS/Vision System With Observability Analysis	218
Enabling Safe ITS: EEG-Based Microsleep Detection in VANETs	214

ARPLR: An All-Round and Highly Privacy-Preserving Location-Based Routing Scheme for VANETs	207
PMI-Transformer: Parking Memory Interaction Transformer for Vehicle Intent Prediction via Cooperative Vehicle-Infrastructure Systems	206
Sampling-Based Hierarchical Trajectory Planning for Formation Flight	201
Modeling Small-Granularity Expressway Traffic Volumes With Quantum Walks	200
An Efficient Hybrid Model Based on IPOA Optimized BiGRU-AM Network for Maritime Traffic Trajectory Prediction	199
Optimization Algorithm of UAVs Task Assignment and Path Planning Based on Dynamic Cluster Particle Swarm Optimization	194
A Direct Vehicle Tracking Algorithm Based on Adaptive Parallel Factor Decomposition	194
Cross-Attribute Feature-Perceptive Driver Emotion Recognition in Real Scenarios	191
A Conditional Diffusion-Based Crack Segmentation Model: ConditionCrack Segmentation	190
Model Partition and Resource Allocation for Split Learning in Vehicular Edge Networks	190
Cooperative Package Assignment for Heterogeneous Express Stations	190
Few-Sample Traffic Prediction With Graph Networks Using Locale as Relational Inductive Biases	186
A VT-HMM-Based Framework for Countdown Timer Traffic Light State Estimation	185
Network-Wide Link Travel Time and Station Waiting Time Estimation Using Automatic Fare Collection Data: A Computational Graph Approach	185
High-Risk Trajectories Generation for Safety Testing of Autonomous Vehicles Based on In-Depth Crash Data	183
A Reinforcement Learning Approach for Rebalancing Electric Vehicle Sharing Systems	181
Probabilistic Metamodels for an Efficient Characterization of Complex Driving Scenarios	181
Koopman-Based Hybrid Modeling and Zonotopic Tube Robust MPC for Motion Control of Automated Vehicles	179
Online Dynamic Pricing for Electric Vehicle Charging Stations With Reservations	177
Awareness on Present and Future Trajectory of Vehicle Using Multiple Hypotheses in the Mixed Traffic of Intersection	176
Spatio-Temporal Corridor-Based Motion Planning of Lane Change Maneuver for Autonomous Driving in Multi-Vehicle Traffic	169
Intrusion Detection for Maritime Transportation Systems With Batch Federated Aggregation	169
Transfer Methods for Vehicle Carbon Emission Models Based on the Parallel Transportation System	167
AI-Driven Dynamic Allocation and Management Optimization for EV Charging Stations	167
Origin-Destination Matrix Prediction in Public Transport Networks: Incorporating Heterogeneous Direct and Transfer Trips	163
Coordinated Battery Charging and Swapping Scheduling of EVs Based on Multilevel Deep Reinforcement Learning for Urban Governance	163
AGBM: An Adaptive Gradient Balanced Mechanism for the End-to-End Steering Estimation	162
2023 Index IEEE Transactions on Intelligent Transportation Systems Vol. 24	162
Go-Stereo: Geometry-Gated Offset Correction Stereo Matching for Autonomous Driving	162
Travel Time Prediction for Congested Freeways With a Dynamic Linear Model	161
Cooperative and Automated Road Transport - European Perspective	160
On Minimizing the Age of Information in NOMA-Based Vehicular Networks Using Markov Decision Process	160
pyrtklib: An Open-Source Package for Tightly Coupled Deep Learning and GNSS Integration for Positioning in Urban Canyons	160
Deep Confidence Propagation Stereo Network	160
An Enhanced Cell Transmission Model for Multi-Class Signal Control	157
An Automatic Extrinsic Calibration Method for mmWave Radar and Camera in Traffic Environment	157
Fine-Grained Data Sharing With Enhanced Privacy Protection and Dynamic Users Group Service for the IoV	157
CBi-GNN: Cross-Scale Bilateral Graph Neural Network for 3D Object Detection	152
Dynamic Expansion Planning of Charging Stations With Fixed and Mobile Chargers	151
Asymmetric Energy Storage Integrated Modular Multilevel Converter for Unbalance and Power Factor Compensation of Advanced TPSS	149
Robust LPV Fault Diagnosis Using the Set-Based Approach for Autonomous Ground Vehicles	147
Vision-Based Geometric Model for Accurate and Fast Lane Recognition in Complex Conditions	147
Deciding Truck Platooning Operational Rules With Stochastic Approximation for Vehicle Safe Overtaking on Two-Lane Undivided Highways	146
Cross-Scale Overlapping Patch-Based Attention Network for Road Crack Detection	142
Route Choice Behavior Modeling for Emergency Evacuation and Efficiency Analysis Based on Type-II Fuzzy Theory	142
Physics-Based Trajectory Design for Cellular-Connected UAV in Rainy Environments Based on Deep Reinforcement Learning	142
Distributionally Consistent Simulation of Naturalistic Driving Environment for Autonomous Vehicle Testing	140
Bilateral Control Model for Autonomous Vehicles Based on Deep Reinforcement Learning	138
SR-Adv: Salient Region Adversarial Attacks on 3D Point Clouds for Autonomous Driving	138
A Robust Reinforcement Learning Framework for Platoon Control of Heterogeneous Vehicles Under Uncertain Dynamics	138

Modeling and Efficient Passenger-Oriented Control for Urban Rail Transit Networks	137
Center TextSpotter: A Novel Text Spotter for Autonomous Unmanned Vehicles	137
Cooperative Spacing Sampled Control of Vehicle Platoon Considering Undirected Topology and Analog Fading Networks	136
Design of Platooning Controllers That Achieve Collision Avoidance by External Positivity	136
Potential Routes Extraction for Urban Customized Bus Based on Vehicle Trajectory Clustering	136
Spatio-Temporal Lattice Planning Using Optimal Motion Primitives	134
A Nonlocal Similarity Learning-Based Tensor Completion Model With Its Application in Intelligent Transportation System	132
Game Theory-Based Harmonious Decision-Making for Autonomous Bus Lane Change	132
High-Fidelity Ultrasonic Radar In-the-Loop Accelerated Test for Automatic Parking Systems	132
Investigation of Three Potential Stress Inducement Tasks During On-Road Driving	132
SIoVChain: Time-Lock Contract Based Privacy-Preserving Data Sharing in SIoV	131
Toward Data-Driven Simulation of Network-Wide Traffic: A Multi-Agent Imitation Learning Approach Using Urban Vehicle Trajectory Data	131
Estimation of Moving Direction and Size of Vehicle in High-Resolution Automotive Radar System	130
BELT-Fusion: Bayesian Evidential Late Fusion for Trustworthy V2X Perception	129
Safe and Efficient Cooperative Platooning	128
Mobility-Aware Multi-Hop Task Offloading for Autonomous Driving in Vehicular Edge Computing and Networks	127
Robust Cruise Control for the Heavy Haul Train Subject to Disturbance and Actuator Saturation	127
Accurate Map Matching Method for Mobile Phone Signaling Data Under Spatio-Temporal Uncertainty	127
Detecting Compromised IoT Devices Through XGBoost	126
Enhancing Robustness of Deep Reinforcement Learning Based Adaptive Traffic Signal Controllers in Mixed Traffic Environments Through Data Fusion and Multi-Discrete Actions	124
Privacy-Preserving Cross-Area Traffic Forecasting in ITS: A Transferable Spatial-Temporal Graph Neural Network Approach	123
Transformer-Based Reinforcement Learning for Scalable Multi-UAV Area Coverage	123
MFANet: Multifaceted Feature Aggregation Network for Oil Stains Detection of High-Speed Trains	123
A Dual-Flow Attentive Network With Feature Crossing for Chained Trip Purpose Inference	123
Novel Workload-Aware Approach to Mobile User Reallocation in Crowded Mobile Edge Computing Environment	122
Privacy-Preserving Travel Recommendation Based on Stay Points Over Outsourced Spatio-Temporal Data	121
Bayesian Critique-Tune-based Reinforcement Learning With Adaptive Pressure for Multi-Intersection Traffic Signal Control	120
Vehicle Trajectory Prediction by Integrating Data-Driven and Knowledge-Guided Technique	120
Driver Gaze Area Prediction During IVIS Secondary Tasks Based on Multivariate Features of Spatial-Temporal Distribution	120
Test Coverage Index for ADAS/ADS Assessment Based on Various Real-World Information Points	120
Two-Level Energy Control Strategy Based on ADP and A-ECMS for Series Hybrid Electric Vehicles	118
A Diffusion-Based Reactive Approach to Road Network Cooperative Persistent Surveillance	118
Improved Point-Voxel Region Convolutional Neural Network: 3D Object Detectors for Autonomous Driving	118
A Spatiotemporal Bidirectional Attention-Based Ride-Hailing Demand Prediction Model: A Case Study in Beijing During COVID-19	118
Multi-Agent-Based Approaches for Cooperative Traffic Management in C-ITS: Systematic Literature Review (SLR)	117
A Super-Fast Satellite Selection Algorithm Based on Power Series Expansion	117
Crowd Emotion Prediction for Human-Vehicle Interaction Through Modified Transfer Learning and Fuzzy Logic Ranking	117
The Safety Shell: An Architecture to Handle Functional Insufficiencies in Automated Driving	117
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation	115
Fault Diagnosis for Rail Profile Data Using Refined Dispersion Entropy and Dependence Measurements	115
Efficient and Private Scheduling of Wireless Electric Vehicles Charging Using Reinforcement Learning	115