OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Intelligent Transportation Systems is 7. 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 2022-08-01 to 2026-08-01.)

Article	Citations
A real-time mixed autonomy traffic signal optimization model for Continuous Flow Intersections	47
Capturing the true bounding boxes: vehicle kinematic data extraction using unmanned aerial vehicles	40
Activity-based and agent-based transport model of Melbourne: an open multi-modal transport simulation model for Greater Melbourne	40
Optimal lane-based pre-timed signal timing with sub-cycles for maximal capacity at an isolated intersection	38
A simulation-based testing framework for autonomous driving: ensuring realism and priority of test scenarios	36
Dynamic estimation of Origin-Destination passenger flow for large-scale urban rail transit network based on improved particle filter algorithm	33
ABAFT: an adaptive weight-based fusion technique for travel time estimation using multi-source data with different confidence and spatial coverage	27
Optimization of hard shoulder running on highways using multi-agent reinforcement learning considering emergency vehicles	27
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	23
Robust real-time traffic light detector on small-form platform for autonomous vehicles	20
Road traffic attributes prediction using deep learning hybridization by the traffic fundamental diagram	20
Inferring the number of vehicles between trajectory-observed vehicles	20
Optimizing dedicated lanes and tolling schemes for connected and autonomous vehicles to address bottleneck congestion considering morning commuter departure choices	19
Follow the leader: a deep reinforcement learning framework for safe and efficient autonomous car-following	19
Adaptive bidirectional spatial-temporal prediction model for traffic speed in large-scale road networks	18
Forecasting short-term subway passenger flow using Wi-Fi data: comparative analysis of advanced time-series methods	18
The mathematical algorithms for maintaining vehicle platoons in unpredictable situations	16
Dynamic and multigraph fusion spatio-temporal graph convolution network for short-term forecasting of urban rail transit passenger flow	15
Uncertainty analysis of autonomous delivery robot operations for last-mile logistics in European cities	15
Risky scooter riders pay more: a usage-based insurance study of a scooter risk-aware fingerprint model without privacy issues	15
Unifying expert knowledge and field data toward an enhanced scenario description for CAV certification: a comprehensive scenario-based approach	15
Cooperative driving for automated vehicles: a two-layer algorithm in a full context awareness mixed traffic scenario	14
Neural network solution of stochastic Pontryagin maximum principle for urban road network perimeter control	14
Logistics park charging station optimization using improved genetic algorithms	13
Dynamic origin–destination flow estimation for urban road network solely using probe vehicle trajectory data	13

Hybrid cyber-resilient control for networked autonomous vehicles	13
A data-driven method for flight time estimation based on air traffic pattern identification and prediction	12
A data-driven traffic shockwave speed detection approach based on vehicle trajectories data	12
A multi-source feature-integrated spatiotemporal graph transformer network for short-term origin–destination passenger flow prediction in urban rail transit	12
Performance evaluation of path choice set generation algorithms for route choice modelling	12
Eco-friendly platooning operation algorithm of the electric vehicles	11
Incorporating traffic propagation impacts into dynamic graph diffusion convolutional network for traffic speed prediction	11
An anti-disturbance lane-changing trajectory tracking control method combining extended Kalman filter and robust tube-based model predictive control	11
A cooperative lane-changing control method for connected and autonomous vehicles in expressway diversion area considering dedicated lanes	11
Analyzing continuous lane-changing behavior using freeway drone dataset	11
Adaptive and robust low-rank tensor completion for missing and corrupted traffic data recovery	11
A methodology for generating driving styles for autonomous cars	11
Statewide intersection geometry extraction using geographic information system and deep learning model from road maps	11
Android application-based automated prediction for green transportation mode detection: architecture, challenges and results	10
Leveraging connected vehicle data for roadway safety evaluation and management: segment- and intersection-level driving volatility analysis	10
An efficient data-driven method to construct dynamic service areas from large-scale taxi location data	10
Consecutive attractive local regions – bidirectional long short-term memory for trip destination prediction	10
A multi-state merging based analytical model for an operation design domain of autonomous vehicles in work zones on two-lane highways	10
A fast and environmentally adaptable method for identifying heavy vehicles weight distribution through video and Electronic Toll Collection data fusion	9
Modified Gipps model: a collision-free car following model	9
Comparative analysis of drowsiness and performance in conditionally automated driving and manual driving considering the effect of circadian rhythm	9
DAnoScenE: a driving anomaly scenario extraction framework for autonomous vehicles in urban streets	9
Price incentive strategy for the E-scooter sharing service using deep reinforcement learning	9
Exploring the effect of driving environment on driver stress: a framework based on urban street view and explainable machine learning	9
Cut through traffic like a snake: cooperative adaptive cruise control with successive platoon lane-change capability	9
A vision foundation model-based approach for robust and generalizable road marking damage evaluation using unmanned aerial vehicle images	9
Decentralized signal predictive control with real-time detection-based vehicle trajectory data	9
Optimal lane allocation strategy for shared autonomous vehicles mixed with regular vehicles	8
Integrated optimization of flexible train timetable, stop plan and exogenous passenger assignment under demand responsive condition	8
A framework of transportation mode detection for people with mobility disability	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	7
Road surface segmentation from multisource geospatial data for autonomous driving	7
Traffic-sensitive speed advisory system based on Lagrangian traffic indicators	7
A traffic incident detection method of highway based on spatial-temporal characteristics	7
Who initiates the automated vehicle disengagement—humans or automated driving systems?	7
Compensation of unknown large actuator delays in Cooperative Adaptive Cruise Control vehicles via the truncated predictor feedback	7
Prescribed performance robust constraint-following control of vehicle platoons	7