OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Intelligent Transportation Systems 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 2021-02-01 to 2025-02-01.)

Article	Citations
A prediction model with wavelet neural network optimized by the chicken swarm optimization for on-ramps metering of the urban expressway	62
Safety impacts and benefits of connected and automated vehicles: How real are they?	28
Decentralized cooperative crossing at unsignalized intersections via vehicle-to-vehicle communication in mixed traffic flows	24
Simulation analysis of urban network performance under link disruptions: Impacts of information provisions in different street configurations	21
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections	21
Ad-hoc platoon formation and dissolution strategies for multi-lane highways	20
Multi-lane’s control performance differentiation on traffic efficiency under the lane-level dynamic coordination strategy	17
Driver stress levels detection system using hyperparameter optimization	16
Decentralized spreading of ephemeral road incident information between vehicles	16
Kick-scooters identification in the context of transportation mode detection using inertial sensors: Methods and accuracy	15
A decentralized intersection management system through collaborative negotiation between smart signals	15
Exploring traffic breakdown with vehicle-level data	15
Identifying critical transfer zones to coordinate transit with on-demand services using crowdsourced trajectory data	14
Extending the adaptive time gap car-following model to enhance local and string stability for adaptive cruise control systems	14
How spatial features affect urban rail transit prediction accuracy: a deep learning based passenger flow prediction method	14
Eco-friendly platooning operation algorithm of the electric vehicles	14
Sensor location models with reliable optimal solution for the observation of origin–destination matrix and route flows	13
A novel pedestrian road crossing simulator for dynamic traffic light scheduling systems	12
Deep learning-based pedestrian trajectory prediction and risk assessment at signalized intersections using trajectory data captured through roadside LiDAR	12
Improving the variability of urban traffic microsimulation through the calibration of generative parameter models	11
Dynamic mode decomposition type algorithms for modeling and predicting queue lengths at signalized intersections with short lookback	11
The demand potential of shared autonomous vehicles: a large-scale simulation using mobility survey data	11
Analysis of spatial interactions among shared e-scooters, shared bikes, and public transit	10
Scene adaptation in adverse conditions: a multi-sensor fusion framework for roadside traffic perception	10
Constructing spatiotemporal driving volatility profiles for connected and automated vehicles in existing highway networks	10

A macroscopic approach for assessing the environmental performance of shared, automated, electric mobility in an intercity corridor	10
One-stage estimation of cyclic arrival rates using license plate recognition data	10
Distributed coordinated control of mixed expressway and urban roads: a sensitivity-based approach	10
Analysis on autonomous vehicle detection performance according to various road geometry settings	10
Resilience assessment and enhancement of urban road networks subject to traffic accidents: a network-scale optimization strategy	10
Machine learning for activity pattern detection	9
Short-term traffic flow prediction in bike-sharing networks	9
An analysis of the value of optimal routing and signal timing control strategy with connected autonomous vehicles	9
Evaluating connected vehicle-based weather responsive management strategies using weather-sensitive microscopic simulation	9
A ridesharing simulation model that considers dynamic supply-demand interactions	9
What do riders say and where? The detection and analysis of eyewitness transit tweets	9
Activity-based and agent-based transport model of Melbourne: an open multi-modal transport simulation model for Greater Melbourne	8
Fuzing multiple erroneous sensors to estimate travel time	8
Transit Signal Priority under Connected Vehicle Environment: Deep Reinforcement Learning Approach	8
To re-route, or not to re-route: Impact of real-time re-routing in urban road networks	8
Learning electric vehicle driver range anxiety with an initial state of charge-oriented gradient boosting approach	8
Estimation of lane-level travel time distributions under a connected environment	8
Metaheuristic enabled deep convolutional neural network for traffic flow prediction: Impact of improved lion algorithm	8
Inferring safety critical events from vehicle kinematics in naturalistic driving environment: Application of deep learning Algorithms	7
Algebraic method of regional green wave coordinated control	7
Traffic state classification and prediction based on trajectory data	7
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model	7
Wide human-like neural network incorporating driving styles for human-like driving intention analysis	7
Capturing the true bounding boxes: vehicle kinematic data extraction using unmanned aerial vehicles	6
Modeling vehicle collision instincts over road midblock using deep learning	6
Massively parallelizable approach for evaluating signalized arterial performance using probe-based data	6
Multilevel weather detection based on images: a machine learning approach with histogram of oriented gradient and local binary pattern-based features	6
Lane change for self-driving in highly dense traffic using motion based uncertainty propagation	6