| # | Title | Journal | Year | Citations |
|---|
| 1 | Detecting Stress During Real-World Driving Tasks Using Physiological Sensors | IEEE Transactions on Intelligent Transportation Systems | 2005 | 1,468 |
| 2 | Data-Driven Intelligent Transportation Systems: A Survey | IEEE Transactions on Intelligent Transportation Systems | 2011 | 1,259 |
| 3 | T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction | IEEE Transactions on Intelligent Transportation Systems | 2020 | 1,257 |
| 4 | The Impact of Cooperative Adaptive Cruise Control on Traffic-Flow Characteristics | IEEE Transactions on Intelligent Transportation Systems | 2006 | 1,128 |
| 5 | A Review of Motion Planning Techniques for Automated Vehicles | IEEE Transactions on Intelligent Transportation Systems | 2016 | 1,047 |
| 6 | Travel-Time Prediction With Support Vector Regression | IEEE Transactions on Intelligent Transportation Systems | 2004 | 1,018 |
| 7 | ERFNet: Efficient Residual Factorized ConvNet for Real-Time Semantic Segmentation | IEEE Transactions on Intelligent Transportation Systems | 2018 | 953 |
| 8 | Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning | IEEE Transactions on Intelligent Transportation Systems | 2014 | 919 |
| 9 | Video-Based Lane Estimation and Tracking for Driver Assistance: Survey, System, and Evaluation | IEEE Transactions on Intelligent Transportation Systems | 2006 | 848 |
| 10 | A review of conflict detection and resolution modeling methods | IEEE Transactions on Intelligent Transportation Systems | 2000 | 828 |
| 11 | Traffic Flow Prediction With Big Data: A Deep Learning Approach | IEEE Transactions on Intelligent Transportation Systems | 2014 | 808 |
| 12 | Cooperative Adaptive Cruise Control in Real Traffic Situations | IEEE Transactions on Intelligent Transportation Systems | 2014 | 801 |
| 13 | Automatic Road Crack Detection Using Random Structured Forests | IEEE Transactions on Intelligent Transportation Systems | 2016 | 753 |
| 14 | Looking at Vehicles on the Road: A Survey of Vision-Based Vehicle Detection, Tracking, and Behavior Analysis | IEEE Transactions on Intelligent Transportation Systems | 2013 | 735 |
| 15 | Parallel Control and Management for Intelligent Transportation Systems: Concepts, Architectures, and Applications | IEEE Transactions on Intelligent Transportation Systems | 2010 | 693 |
| 16 | Research advances in intelligent collision avoidance and adaptive cruise control | IEEE Transactions on Intelligent Transportation Systems | 2003 | 646 |
| 17 | Detection and classification of vehicles | IEEE Transactions on Intelligent Transportation Systems | 2002 | 636 |
| 18 | Big Data Analytics in Intelligent Transportation Systems: A Survey | IEEE Transactions on Intelligent Transportation Systems | 2019 | 634 |
| 19 | A Bayesian Network Approach to Traffic Flow Forecasting | IEEE Transactions on Intelligent Transportation Systems | 2006 | 607 |
| 20 | Deep Reinforcement Learning for Autonomous Driving: A Survey | IEEE Transactions on Intelligent Transportation Systems | 2022 | 592 |
| 21 | Development and Evaluation of a Cooperative Vehicle Intersection Control Algorithm Under the Connected Vehicles Environment | IEEE Transactions on Intelligent Transportation Systems | 2012 | 587 |
| 22 | Road-Sign Detection and Recognition Based on Support Vector Machines | IEEE Transactions on Intelligent Transportation Systems | 2007 | 577 |
| 23 | Automatic License Plate Recognition | IEEE Transactions on Intelligent Transportation Systems | 2004 | 571 |
| 24 | A Survey on the Coordination of Connected and Automated Vehicles at Intersections and Merging at Highway On-Ramps | IEEE Transactions on Intelligent Transportation Systems | 2017 | 564 |
| 25 | A License Plate-Recognition Algorithm for Intelligent Transportation System Applications | IEEE Transactions on Intelligent Transportation Systems | 2006 | 561 |
| 26 | Real-Time System for Monitoring Driver Vigilance | IEEE Transactions on Intelligent Transportation Systems | 2006 | 544 |
| 27 | Driver Inattention Monitoring System for Intelligent Vehicles: A Review | IEEE Transactions on Intelligent Transportation Systems | 2011 | 527 |
| 28 | Deep Multi-Modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges | IEEE Transactions on Intelligent Transportation Systems | 2021 | 526 |
| 29 | Predicting Taxi–Passenger Demand Using Streaming Data | IEEE Transactions on Intelligent Transportation Systems | 2013 | 521 |
| 30 | Freeway ramp metering: an overview | IEEE Transactions on Intelligent Transportation Systems | 2002 | 517 |
| 31 | Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learning | IEEE Transactions on Intelligent Transportation Systems | 2013 | 511 |
| 32 | Stability and Scalability of Homogeneous Vehicular Platoon: Study on the Influence of Information Flow Topologies | IEEE Transactions on Intelligent Transportation Systems | 2016 | 510 |
| 33 | Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome | IEEE Transactions on Intelligent Transportation Systems | 2011 | 498 |
| 34 | A Review of Computer Vision Techniques for the Analysis of Urban Traffic | IEEE Transactions on Intelligent Transportation Systems | 2011 | 484 |
| 35 | Vision-Based Traffic Sign Detection and Analysis for Intelligent Driver Assistance Systems: Perspectives and Survey | IEEE Transactions on Intelligent Transportation Systems | 2012 | 484 |
| 36 | Challenges of Intervehicle Ad Hoc Networks | IEEE Transactions on Intelligent Transportation Systems | 2004 | 475 |
| 37 | License Plate Recognition From Still Images and Video Sequences: A Survey | IEEE Transactions on Intelligent Transportation Systems | 2008 | 466 |
| 38 | In-Car Positioning and Navigation Technologies—A Survey | IEEE Transactions on Intelligent Transportation Systems | 2009 | 466 |
| 39 | Robust Lane Detection and Tracking in Challenging Scenarios | IEEE Transactions on Intelligent Transportation Systems | 2008 | 462 |
| 40 | Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection | IEEE Transactions on Intelligent Transportation Systems | 2020 | 460 |
| 41 | A Review of the Applications of Agent Technology in Traffic and Transportation Systems | IEEE Transactions on Intelligent Transportation Systems | 2010 | 458 |
| 42 | Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting | IEEE Transactions on Intelligent Transportation Systems | 2020 | 453 |
| 43 | Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control | IEEE Transactions on Intelligent Transportation Systems | 2020 | 448 |
| 44 | Pedestrian Protection Systems: Issues, Survey, and Challenges | IEEE Transactions on Intelligent Transportation Systems | 2007 | 443 |
| 45 | A Potential Field-Based Model Predictive Path-Planning Controller for Autonomous Road Vehicles | IEEE Transactions on Intelligent Transportation Systems | 2017 | 438 |
| 46 | CreditCoin: A Privacy-Preserving Blockchain-Based Incentive Announcement Network for Communications of Smart Vehicles | IEEE Transactions on Intelligent Transportation Systems | 2018 | 420 |
| 47 | Traffic monitoring and accident detection at intersections | IEEE Transactions on Intelligent Transportation Systems | 2000 | 415 |
| 48 | Autonomous Vehicles That Interact With Pedestrians: A Survey of Theory and Practice | IEEE Transactions on Intelligent Transportation Systems | 2020 | 411 |
| 49 | A Survey on Recent Advances in Vehicular Network Security, Trust, and Privacy | IEEE Transactions on Intelligent Transportation Systems | 2019 | 400 |
| 50 | Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey | IEEE Transactions on Intelligent Transportation Systems | 2018 | 390 |
