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 2021-08-01 to 2025-08-01.)

Article	Citations
Analysis on autonomous vehicle detection performance according to various road geometry settings	95
Simulation analysis of urban network performance under link disruptions: Impacts of information provisions in different street configurations	39
Activity-based and agent-based transport model of Melbourne: an open multi-modal transport simulation model for Greater Melbourne	35
ABAFT: an adaptive weight-based fusion technique for travel time estimation using multi-source data with different confidence and spatial coverage	30
Massively parallelizable approach for evaluating signalized arterial performance using probe-based data	29
A simulation-based testing framework for autonomous driving: ensuring realism and priority of test scenarios	27
Capturing the true bounding boxes: vehicle kinematic data extraction using unmanned aerial vehicles	26
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	25
Robust real-time traffic light detector on small-form platform for autonomous vehicles	24
Trajectory optimization for connected and automated vehicles in a drop-off area of the departure curbside	20
The mathematical algorithms for maintaining vehicle platoons in unpredictable situations	19
Forecasting short-term subway passenger flow using Wi-Fi data: comparative analysis of advanced time-series methods	19
A self-enforced optimal framework for inter-platoon transfer in connected vehicles	18
Inferring the number of vehicles between trajectory-observed vehicles	18
Optimizing dedicated lanes and tolling schemes for connected and autonomous vehicles to address bottleneck congestion considering morning commuter departure choices	17
Adaptive bidirectional spatial-temporal prediction model for traffic speed in large-scale road networks	17
Dynamical systems approach for travel time prediction in intermediate section under mixed traffic conditions	16
Risky scooter riders pay more: a usage-based insurance study of a scooter risk-aware fingerprint model without privacy issues	14
Dynamic origin–destination flow estimation for urban road network solely using probe vehicle trajectory data	13
Online longitudinal trajectory planning for connected and autonomous vehicles in mixed traffic flow with deep reinforcement learning approach	13
Uncertainty analysis of autonomous delivery robot operations for last-mile logistics in European cities	13
Modeling the long-term regional impacts of autonomous vehicles: A case study of Victoria, Australia	13
Dynamic and multigraph fusion spatio-temporal graph convolution network for short-term forecasting of urban rail transit passenger flow	13
Logistics park charging station optimization using improved genetic algorithms	12
Neural network solution of stochastic Pontryagin maximum principle for urban road network perimeter control	12

Performance evaluation of path choice set generation algorithms for route choice modelling	12
A data-driven traffic shockwave speed detection approach based on vehicle trajectories data	12
Eco-friendly platooning operation algorithm of the electric vehicles	11
A data-driven method for flight time estimation based on air traffic pattern identification and prediction	11
Statewide intersection geometry extraction using geographic information system and deep learning model from road maps	11
An anti-disturbance lane-changing trajectory tracking control method combining extended Kalman filter and robust tube-based model predictive control	11
Weather impact on macroscopic traffic stream variables prediction using recurrent learning approach	11
A cooperative lane-changing control method for connected and autonomous vehicles in expressway diversion area considering dedicated lanes	10
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model	10
Consecutive attractive local regions – bidirectional long short-term memory for trip destination prediction	10
Metaheuristic enabled deep convolutional neural network for traffic flow prediction: Impact of improved lion algorithm	10
Performance evaluation of a state-of-the-art automotive radar and corresponding modeling approaches based on a large labeled dataset	10
Price incentive strategy for the E-scooter sharing service using deep reinforcement learning	10
A multi-state merging based analytical model for an operation design domain of autonomous vehicles in work zones on two-lane highways	10
Stabilizing mixed cooperative adaptive cruise control traffic flow to balance capacity using car-following model	10
A methodology for generating driving styles for autonomous cars	10
Modified Gipps model: a collision-free car following model	9
Exploring the effect of driving environment on driver stress: a framework based on urban street view and explainable machine learning	9
Integrated optimization of flexible train timetable, stop plan and exogenous passenger assignment under demand responsive condition	9
DAnoScenE: a driving anomaly scenario extraction framework for autonomous vehicles in urban streets	9
An efficient data-driven method to construct dynamic service areas from large-scale taxi location data	9
Cut through traffic like a snake: cooperative adaptive cruise control with successive platoon lane-change capability	9
Comparative analysis of drowsiness and performance in conditionally automated driving and manual driving considering the effect of circadian rhythm	9
Comparative evaluation of adaptive fuzzy inference system and adaptive neuro-fuzzy inference system for mandatory lane changing decisions on freeways	9
Optimal lane allocation strategy for shared autonomous vehicles mixed with regular vehicles	8
Who initiates the automated vehicle disengagement—humans or automated driving systems?	8
Robust dynamic real-time control strategies for high-frequency bus service: a multi-agent reinforcement learning framework	8
A novel integrative prediction framework for metro passenger flow	8
Traffic-sensitive speed advisory system based on Lagrangian traffic indicators	8
A framework of transportation mode detection for people with mobility disability	8
A traffic incident detection method of highway based on spatial-temporal characteristics	8
Electric vehicle charging demand forecasting using deep learning model	8
Optimizing the ground intra-city express delivery network: An integrated multiple centrality assessment, multi-criteria decision-making, and multi-objective integer programming model	7
Understanding the merging behavior patterns and evolutionary mechanism at freeway on-Ramps	7
Evaluating connected vehicle-based weather responsive management strategies using weather-sensitive microscopic simulation	7
Revealing representative day-types in transport networks using traffic data clustering	7
Research on route hierarchical control strategy from the perspective of macroscopic traffic network	7
Road crack avoidance: a convolutional neural network-based smart transportation system for intelligent vehicles	7
Extending the adaptive time gap car-following model to enhance local and string stability for adaptive cruise control systems	6
The demand potential of shared autonomous vehicles: a large-scale simulation using mobility survey data	6
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections	6
Deep learning-based pedestrian trajectory prediction and risk assessment at signalized intersections using trajectory data captured through roadside LiDAR	6
Fuzing multiple erroneous sensors to estimate travel time	6
Resilience assessment and enhancement of urban road networks subject to traffic accidents: a network-scale optimization strategy	6
Quality assurance for network-level traffic signal performance measures derived from connected-vehicle data	5
Adaptive graph convolutional network-based short-term passenger flow prediction for metro	5
Robust learning control for autonomous vehicle with network delays and disturbances	5
Artificial intelligence-based model for efficient object detection in autonomous vehicles	5
Foggy day target image detection based on Radon transform and feature space decision	5
Modeling vehicle collision instincts over road midblock using deep learning	5

Generative adversarial network for car following trajectory generation and anomaly detection	5
Bi-layer eco-driving control design of autonomous electric vehicles in presence of signalized intersections and preceding vehicles	5
Speed harmonization with enhanced precision	5
A two-stage trajectory planning model for cooperative truck platooning on freeways	5
Incorporating bus delay minimization in design of signal progression for arterials accommodating heavy mixed-traffic flows	5
Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services	5
A hybrid autoregressive fractionally integrated moving average and nonlinear autoregressive neural network model for short-term traffic flow prediction	5
Novel fixed-time sliding mode control for autonomous vehicle lateral dynamics	5
Lane-based estimation of travel time distributions by vehicle type via vehicle re-identification using low-resolution video images	5
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
Transfer learning for cross-modal demand prediction of bike-share and public transit	4
Vehicle trajectory extraction at the exit areas of urban freeways based on a novel composite algorithms framework	4
Adaptive green split optimization for traffic control with low penetration rate trajectory data	4
A geofencing-based methodology for speed limit regulation and user safety in e-scooter sharing systems	4
Driver stress levels detection system using hyperparameter optimization	4
Algebraic method of regional green wave coordinated control	4
Dynamic mode decomposition type algorithms for modeling and predicting queue lengths at signalized intersections with short lookback	4
Coordinated control model for arterials with asymmetric traffic	4
Multi-head attention-based intelligent vehicle lane change decision and trajectory prediction model in highways	4
Unified model predictive control method of automated vehicles for lane-changing and lane-keeping maneuvers	4
Real-time anomaly detection of short-term traffic disruptions in urban areas through adaptive isolation forest	4
Ad-hoc platoon formation and dissolution strategies for multi-lane highways	4
Exploring traffic breakdown with vehicle-level data	4
A preliminary assessment on the design of driverless demand-responsive transit regional systems: point-to-point vs. hub-and-spoke	4
An automatic methodology to measure drivers’ behavior in public transport	4
Arterial coordinated control based on dynamic green start time difference	4
Decentralized cooperative crossing at unsignalized intersections via vehicle-to-vehicle communication in mixed traffic flows	4
Kick-scooters identification in the context of transportation mode detection using inertial sensors: Methods and accuracy	4
An analysis of the value of optimal routing and signal timing control strategy with connected autonomous vehicles	4
Arterial corridor travel time prediction under non-recurring conditions	3
A reinforcement learning based autonomous vehicle control in diverse daytime and weather scenarios	3
String stable control design for automated vehicles under cyberattacks	3
A traffic responsive control framework for signalized junctions based on hybrid traffic flow representation	3
A new recourse algorithm for school bus routing with overlapped routes and process flexibility	3
Collaborative optimization method for intelligent and connected single-route bus operation	3
Evolving passenger priorities in seat ticket purchases: a novel ticketing strategy for railway passenger transportation	3
Accurate detection of vehicle, pedestrian, cyclist and wheelchair from roadside light detection and ranging sensors	3
Glocal map-matching algorithm for high-frequency and large-scale GPS data	3
Estimation of local traffic conditions using Wi-Fi sensor technology	3
A novel context-aware system to improve driver’s field of view in urban traffic networks	3
Decentralized arterial traffic signal optimization with connected vehicle information	3
Sensitivity analysis of driving event classification using smartphone motion data: case of classifier type, sensor bundling, and data acquisition rate	3
Perceived risk quantification for automated vehicles: a method with unified metrics	3
Wide human-like neural network incorporating driving styles for human-like driving intention analysis	3
Vehicle classification using accelerometer signals and machine-learning techniques	3
Optimization based trajectory planner for multilane roundabouts with connected automation	3