OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Intelligent Transportation Systems is 2. 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 2021-03-01 to 2025-03-01.)

Article	Citations
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections	62
Ad-hoc platoon formation and dissolution strategies for multi-lane highways	35
Multi-lane’s control performance differentiation on traffic efficiency under the lane-level dynamic coordination strategy	29
Driver stress levels detection system using hyperparameter optimization	25
Scene adaptation in adverse conditions: a multi-sensor fusion framework for roadside traffic perception	22
Decentralized spreading of ephemeral road incident information between vehicles	21
Distributed coordinated control of mixed expressway and urban roads: a sensitivity-based approach	19
Kick-scooters identification in the context of transportation mode detection using inertial sensors: Methods and accuracy	16
A decentralized intersection management system through collaborative negotiation between smart signals	16
Extending the adaptive time gap car-following model to enhance local and string stability for adaptive cruise control systems	15
Identifying critical transfer zones to coordinate transit with on-demand services using crowdsourced trajectory data	15
Exploring traffic breakdown with vehicle-level data	15
Deep learning-based pedestrian trajectory prediction and risk assessment at signalized intersections using trajectory data captured through roadside LiDAR	14
How spatial features affect urban rail transit prediction accuracy: a deep learning based passenger flow prediction method	14
Sensor location models with reliable optimal solution for the observation of origin–destination matrix and route flows	14
A novel pedestrian road crossing simulator for dynamic traffic light scheduling systems	14
Dynamic mode decomposition type algorithms for modeling and predicting queue lengths at signalized intersections with short lookback	12
The demand potential of shared autonomous vehicles: a large-scale simulation using mobility survey data	12
Improving the variability of urban traffic microsimulation through the calibration of generative parameter models	12
Machine learning for activity pattern detection	11
Evaluating connected vehicle-based weather responsive management strategies using weather-sensitive microscopic simulation	11
An analysis of the value of optimal routing and signal timing control strategy with connected autonomous vehicles	10
Analysis of spatial interactions among shared e-scooters, shared bikes, and public transit	10
One-stage estimation of cyclic arrival rates using license plate recognition data	10
A ridesharing simulation model that considers dynamic supply-demand interactions	10

Constructing spatiotemporal driving volatility profiles for connected and automated vehicles in existing highway networks	10
A prediction model with wavelet neural network optimized by the chicken swarm optimization for on-ramps metering of the urban expressway	10
To re-route, or not to re-route: Impact of real-time re-routing in urban road networks	10
Analysis on autonomous vehicle detection performance according to various road geometry settings	10
A macroscopic approach for assessing the environmental performance of shared, automated, electric mobility in an intercity corridor	10
Resilience assessment and enhancement of urban road networks subject to traffic accidents: a network-scale optimization strategy	9
Eco-friendly platooning operation algorithm of the electric vehicles	9
Simulation analysis of urban network performance under link disruptions: Impacts of information provisions in different street configurations	9
What do riders say and where? The detection and analysis of eyewitness transit tweets	9
Fuzing multiple erroneous sensors to estimate travel time	8
Decentralized cooperative crossing at unsignalized intersections via vehicle-to-vehicle communication in mixed traffic flows	8
Activity-based and agent-based transport model of Melbourne: an open multi-modal transport simulation model for Greater Melbourne	8
Transit Signal Priority under Connected Vehicle Environment: Deep Reinforcement Learning Approach	8
Short-term traffic flow prediction in bike-sharing networks	8
Metaheuristic enabled deep convolutional neural network for traffic flow prediction: Impact of improved lion algorithm	7
Traffic state classification and prediction based on trajectory data	7
Learning electric vehicle driver range anxiety with an initial state of charge-oriented gradient boosting approach	7
Network-level turning movement counts estimation using traffic controller event-based data	7
Wide human-like neural network incorporating driving styles for human-like driving intention analysis	7
Modeling vehicle collision instincts over road midblock using deep learning	6
New fuel consumption model considering vehicular speed, acceleration, and jerk	6
Massively parallelizable approach for evaluating signalized arterial performance using probe-based data	6
String stable control design for automated vehicles under cyberattacks	6
A methodology for generating driving styles for autonomous cars	6
Inferring safety critical events from vehicle kinematics in naturalistic driving environment: Application of deep learning Algorithms	6
A microsimulation based analysis of the price of anarchy in traffic routing: The enhanced Braess network case	5
Capturing the true bounding boxes: vehicle kinematic data extraction using unmanned aerial vehicles	5
Including network level safety measures in eco-routing	5
Comparison of different Bayesian methods for estimating error bars with incident duration prediction	5
ABAFT: an adaptive weight-based fusion technique for travel time estimation using multi-source data with different confidence and spatial coverage	5
Modeling of shared mobility services - An approach in between aggregate four-step and disaggregate agent-based approaches for strategic transport planning	5
Multilevel weather detection based on images: a machine learning approach with histogram of oriented gradient and local binary pattern-based features	5
A stochastic microscopic based freeway traffic state and spatial-temporal pattern prediction in a connected vehicle environment	5
Heterogeneity assessment in incident duration modelling: Implications for development of practical strategies for small & large scale incidents	5
Incorporating bus delay minimization in design of signal progression for arterials accommodating heavy mixed-traffic flows	5
Lane change for self-driving in highly dense traffic using motion based uncertainty propagation	5
A spatiotemporal distribution identification method of vehicle weights on bridges by integrating traffic video and toll station data	5
Comparing the performance of metaheuristics on the Transit Network Frequency Setting Problem	5
Evaluating the impacts of vehicle-mounted Variable Message Signs on passing vehicles: implications for protecting roadside incident and service personnel	5
Performance evaluation of a state-of-the-art automotive radar and corresponding modeling approaches based on a large labeled dataset	5
A study toward driverless mobility acceptance in low-density areas	4
Algebraic method of regional green wave coordinated control	4
Research on coordinated control of vehicle’s speed in new mixed traffic flow	4
Deep survival analysis model for incident clearance time prediction	4
A traffic responsive control framework for signalized junctions based on hybrid traffic flow representation	4
Decentralized arterial traffic signal optimization with connected vehicle information	4
Stabilizing mixed cooperative adaptive cruise control traffic flow to balance capacity using car-following model	4
Accurate detection of vehicle, pedestrian, cyclist and wheelchair from roadside light detection and ranging sensors	4
Robust control strategy for platoon of connected and autonomous vehicles considering falsified information injected through communication links	4
Using reinforcement learning to minimize taxi idle times	4

Novel fuel consumption models integrating vehicular speed, acceleration, and jerk	4
Arterial corridor travel time prediction under non-recurring conditions	4
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model	4
A multi-state merging based analytical model for an operation design domain of autonomous vehicles in work zones on two-lane highways	4
Sensitivity analysis of driving event classification using smartphone motion data: case of classifier type, sensor bundling, and data acquisition rate	4
An efficient data-driven method to construct dynamic service areas from large-scale taxi location data	4
Vehicle trajectory reconstruction for freeway traffic considering lane changing behaviors	4
DAnoScenE: a driving anomaly scenario extraction framework for autonomous vehicles in urban streets	3
Glocal map-matching algorithm for high-frequency and large-scale GPS data	3
Cut through traffic like a snake: cooperative adaptive cruise control with successive platoon lane-change capability	3
Traffic optimization using a coordinated route updating mechanism	3
A reinforcement learning based autonomous vehicle control in diverse daytime and weather scenarios	3
Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services	3
Comparative analysis of drowsiness and performance in conditionally automated driving and manual driving considering the effect of circadian rhythm	3
Unified strategy for cooperative optimization of pedestrian control patterns and signal timing plans at intersections	3
Map matching for travel route identification based on Earth Mover's Distance algorithm using wireless cell trajectory data	3
Comparative evaluation of adaptive fuzzy inference system and adaptive neuro-fuzzy inference system for mandatory lane changing decisions on freeways	3
Resolution strategies for cooperative vehicle fleets for reducing rear-end collision risks near recurrent freeway bottlenecks	3
Consecutive attractive local regions – bidirectional long short-term memory for trip destination prediction	3
Variable speed limit strategy with anticipatory lane changing decisions	3
A cold-start-free reinforcement learning approach for traffic signal control	3
Modified Gipps model: a collision-free car following model	3
Reliability-based journey time prediction via two-stream deep learning with multi-source data	3
A two-stage trajectory planning model for cooperative truck platooning on freeways	3
A framework of transportation mode detection for people with mobility disability	2
A novel context-aware system to improve driver’s field of view in urban traffic networks	2
A robust machine learning structure for driving events recognition using smartphone motion sensors	2
Traffic density estimation using vehicle sensor data	2
A self-enforced optimal framework for inter-platoon transfer in connected vehicles	2
A cooperative longitudinal lane-changing distributions advisory for a freeway weaving segment	2
Robust real-time traffic light detector on small-form platform for autonomous vehicles	2
Adaptive graph convolutional network-based short-term passenger flow prediction for metro	2
A framework for mode classification in multimodal environments using radar-based sensors	2
Operation performance of tram lanes with intermittent priority with the coexistence of regular and automatic vehicles	2
Optimizing dedicated lanes and tolling schemes for connected and autonomous vehicles to address bottleneck congestion considering morning commuter departure choices	2
Time series relations between parking garage occupancy and traffic speed in macroscopic downtown areas – a data driven study	2
A Bayesian regression analysis of truck drivers’ use of cooperative adaptive cruise control (CACC) for platooning on California highways	2
Pedestrian crossing volume estimation at signalized intersections using Bayesian additive regression trees	2
Proactive congestion management via data-driven methods and connected vehicle-based microsimulation	2
Robust learning control for autonomous vehicle with network delays and disturbances	2
Identifying crashes potentially affected by conditionally automated vehicles in Finland	2
Price incentive strategy for the E-scooter sharing service using deep reinforcement learning	2
Operational planning of integrated urban freight logistics combining passenger and freight flows through mathematical programming	2
Machine learning based real-time prediction of freeway crash risk using crowdsourced probe vehicle data	2
Congestion-aware heterogeneous connected automated vehicles cooperative scheduling problems at intersections	2
Robust dynamic real-time control strategies for high-frequency bus service: a multi-agent reinforcement learning framework	2
Itineraries evaluated and ranked using fuzzy logic	2
Optimal lane allocation strategy for shared autonomous vehicles mixed with regular vehicles	2
Evolving passenger priorities in seat ticket purchases: a novel ticketing strategy for railway passenger transportation	2
Reinforcement learning approach to develop variable speed limit strategy using vehicle data and simulations	2
Generative adversarial network for car following trajectory generation and anomaly detection	2
Handling inevitable collision states by Advanced Driver Assistance Systems functions: software-in-the-loop performance assessment of an injury risk-based logic in a “lane departure” scenario	2
Predicting the duration of reduced driver performance during the automated driving takeover process	2
Eliminating the impacts of traffic volume variation on before and after studies: a causal inference approach	2
Reconstructing vehicle trajectories on freeways based on motion detection data of connected and automated vehicles	2