OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Intelligent Transportation Systems is 3. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Activity-based and agent-based transport model of Melbourne: an open multi-modal transport simulation model for Greater Melbourne	34
Simulation analysis of urban network performance under link disruptions: Impacts of information provisions in different street configurations	32
Analysis on autonomous vehicle detection performance according to various road geometry settings	32
A real-time mixed autonomy traffic signal optimization model for Continuous Flow Intersections	30
Massively parallelizable approach for evaluating signalized arterial performance using probe-based data	29
ABAFT: an adaptive weight-based fusion technique for travel time estimation using multi-source data with different confidence and spatial coverage	26
A simulation-based testing framework for autonomous driving: ensuring realism and priority of test scenarios	24
Capturing the true bounding boxes: vehicle kinematic data extraction using unmanned aerial vehicles	23
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	22
Optimization of hard shoulder running on highways using multi-agent reinforcement learning considering emergency vehicles	20
Forecasting short-term subway passenger flow using Wi-Fi data: comparative analysis of advanced time-series methods	18
Robust real-time traffic light detector on small-form platform for autonomous vehicles	18
Adaptive bidirectional spatial-temporal prediction model for traffic speed in large-scale road networks	17
The mathematical algorithms for maintaining vehicle platoons in unpredictable situations	17
A self-enforced optimal framework for inter-platoon transfer in connected vehicles	16
Inferring the number of vehicles between trajectory-observed vehicles	15
Road traffic attributes prediction using deep learning hybridization by the traffic fundamental diagram	15
Optimizing dedicated lanes and tolling schemes for connected and autonomous vehicles to address bottleneck congestion considering morning commuter departure choices	15
Risky scooter riders pay more: a usage-based insurance study of a scooter risk-aware fingerprint model without privacy issues	14
Dynamical systems approach for travel time prediction in intermediate section under mixed traffic conditions	14
Trajectory optimization for connected and automated vehicles in a drop-off area of the departure curbside	14
Unifying expert knowledge and field data toward an enhanced scenario description for CAV certification: a comprehensive scenario-based approach	13
Dynamic and multigraph fusion spatio-temporal graph convolution network for short-term forecasting of urban rail transit passenger flow	13
Uncertainty analysis of autonomous delivery robot operations for last-mile logistics in European cities	13
Online longitudinal trajectory planning for connected and autonomous vehicles in mixed traffic flow with deep reinforcement learning approach	12

Modeling the long-term regional impacts of autonomous vehicles: A case study of Victoria, Australia	12
Neural network solution of stochastic Pontryagin maximum principle for urban road network perimeter control	11
Logistics park charging station optimization using improved genetic algorithms	11
Dynamic origin–destination flow estimation for urban road network solely using probe vehicle trajectory data	11
Performance evaluation of path choice set generation algorithms for route choice modelling	11
A data-driven traffic shockwave speed detection approach based on vehicle trajectories data	11
A cooperative lane-changing control method for connected and autonomous vehicles in expressway diversion area considering dedicated lanes	10
Statewide intersection geometry extraction using geographic information system and deep learning model from road maps	10
A data-driven method for flight time estimation based on air traffic pattern identification and prediction	10
Adaptive and robust low-rank tensor completion for missing and corrupted traffic data recovery	10
An anti-disturbance lane-changing trajectory tracking control method combining extended Kalman filter and robust tube-based model predictive control	10
Eco-friendly platooning operation algorithm of the electric vehicles	10
Hybrid cyber-resilient control for networked autonomous vehicles	10
A methodology for generating driving styles for autonomous cars	9
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model	9
Analyzing continuous lane-changing behavior using freeway drone dataset	9
Consecutive attractive local regions – bidirectional long short-term memory for trip destination prediction	9
A multi-state merging based analytical model for an operation design domain of autonomous vehicles in work zones on two-lane highways	9
Exploring the effect of driving environment on driver stress: a framework based on urban street view and explainable machine learning	9
DAnoScenE: a driving anomaly scenario extraction framework for autonomous vehicles in urban streets	8
Cut through traffic like a snake: cooperative adaptive cruise control with successive platoon lane-change capability	8
Android application-based automated prediction for green transportation mode detection: architecture, challenges and results	8
Modified Gipps model: a collision-free car following model	8
Price incentive strategy for the E-scooter sharing service using deep reinforcement learning	8
An efficient data-driven method to construct dynamic service areas from large-scale taxi location data	8
Comparative analysis of drowsiness and performance in conditionally automated driving and manual driving considering the effect of circadian rhythm	7
A fast and environmentally adaptable method for identifying heavy vehicles weight distribution through video and Electronic Toll Collection data fusion	7
Who initiates the automated vehicle disengagement—humans or automated driving systems?	7
Integrated optimization of flexible train timetable, stop plan and exogenous passenger assignment under demand responsive condition	7
A novel integrative prediction framework for metro passenger flow	7
A traffic incident detection method of highway based on spatial-temporal characteristics	7
A framework of transportation mode detection for people with mobility disability	7
Optimal lane allocation strategy for shared autonomous vehicles mixed with regular vehicles	7
Robust dynamic real-time control strategies for high-frequency bus service: a multi-agent reinforcement learning framework	7
Road surface segmentation from multisource geospatial data for autonomous driving	7
Traffic-sensitive speed advisory system based on Lagrangian traffic indicators	6
Revealing representative day-types in transport networks using traffic data clustering	6
Optimizing the ground intra-city express delivery network: An integrated multiple centrality assessment, multi-criteria decision-making, and multi-objective integer programming model	6
Hierarchical decision-making and collaborative control of vehicle-group at edge-cloud-controlled intersections under mixed-autonomy traffic scenario	6
Passenger flow prediction for citywide bus stops based on gated multi-graph convolutional network	6
Traffic responsive urban predictive control for signal splitting in large-scale congested urban road networks	6
LaneSNet: an end-to-end, low-complexity network for robust lane segmentation in harsh conditions	6
Research on route hierarchical control strategy from the perspective of macroscopic traffic network	6
The demand potential of shared autonomous vehicles: a large-scale simulation using mobility survey data	6
Understanding the merging behavior patterns and evolutionary mechanism at freeway on-Ramps	6
Road crack avoidance: a convolutional neural network-based smart transportation system for intelligent vehicles	6
Deep learning-based pedestrian trajectory prediction and risk assessment at signalized intersections using trajectory data captured through roadside LiDAR	6
Resilience assessment and enhancement of urban road networks subject to traffic accidents: a network-scale optimization strategy	6
Analysis of spatial interactions among shared e-scooters, shared bikes, and public transit	5
A stochastic microscopic based freeway traffic state and spatial-temporal pattern prediction in a connected vehicle environment	5

Bi-layer eco-driving control design of autonomous electric vehicles in presence of signalized intersections and preceding vehicles	5
Artificial intelligence-based model for efficient object detection in autonomous vehicles	5
Fuzing multiple erroneous sensors to estimate travel time	5
Foggy day target image detection based on Radon transform and feature space decision	5
Incorporating bus delay minimization in design of signal progression for arterials accommodating heavy mixed-traffic flows	5
A “digital twin” traffic simulation tool for network-wide real-time traffic monitoring and management	5
Generative adversarial network for car following trajectory generation and anomaly detection	5
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections	5
Modeling vehicle collision instincts over road midblock using deep learning	5
Quality assurance for network-level traffic signal performance measures derived from connected-vehicle data	5
Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services	5
Adaptive graph convolutional network-based short-term passenger flow prediction for metro	5
A two-stage trajectory planning model for cooperative truck platooning on freeways	4
Speed harmonization with enhanced precision	4
Real-time anomaly detection of short-term traffic disruptions in urban areas through adaptive isolation forest	4
Lane-based estimation of travel time distributions by vehicle type via vehicle re-identification using low-resolution video images	4
A preliminary assessment on the design of driverless demand-responsive transit regional systems: point-to-point vs. hub-and-spoke	4
A geofencing-based methodology for speed limit regulation and user safety in e-scooter sharing systems	4
Robust learning control for autonomous vehicle with network delays and disturbances	4
An automatic methodology to measure drivers’ behavior in public transport	4
Multi-head attention-based intelligent vehicle lane change decision and trajectory prediction model in highways	4
Adaptive green split optimization for traffic control with low penetration rate trajectory data	4
Transfer learning for cross-modal demand prediction of bike-share and public transit	4
Novel fixed-time sliding mode control for autonomous vehicle lateral dynamics	4
Unified model predictive control method of automated vehicles for lane-changing and lane-keeping maneuvers	4
Arterial coordinated control based on dynamic green start time difference	4
Vehicle trajectory extraction at the exit areas of urban freeways based on a novel composite algorithms framework	4
Coordinated control model for arterials with asymmetric traffic	4
An analysis of the value of optimal routing and signal timing control strategy with connected autonomous vehicles	3
Driver stress levels detection system using hyperparameter optimization	3
Exploring traffic breakdown with vehicle-level data	3
Electric vehicle routing with stochastic customers using deep reinforcement learning and graph convolutional networks	3
Wide human-like neural network incorporating driving styles for human-like driving intention analysis	3
Pheromone-conflict-based search path planning algorithm for multi vehicles parking guidance in parking lots	3
Kick-scooters identification in the context of transportation mode detection using inertial sensors: Methods and accuracy	3
Algebraic method of regional green wave coordinated control	3
Dynamic mode decomposition type algorithms for modeling and predicting queue lengths at signalized intersections with short lookback	3
Perceived risk quantification for automated vehicles: a method with unified metrics	3
Sensitivity analysis of driving event classification using smartphone motion data: case of classifier type, sensor bundling, and data acquisition rate	3
A traffic responsive control framework for signalized junctions based on hybrid traffic flow representation	3
Decentralized cooperative crossing at unsignalized intersections via vehicle-to-vehicle communication in mixed traffic flows	3
Ad-hoc platoon formation and dissolution strategies for multi-lane highways	3
Accurate detection of vehicle, pedestrian, cyclist and wheelchair from roadside light detection and ranging sensors	3
String stable control design for automated vehicles under cyberattacks	3
Evolving passenger priorities in seat ticket purchases: a novel ticketing strategy for railway passenger transportation	3