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 2022-01-01 to 2026-01-01.)

Article	Citations
A real-time mixed autonomy traffic signal optimization model for Continuous Flow Intersections	37
Analysis on autonomous vehicle detection performance according to various road geometry settings	35
Simulation analysis of urban network performance under link disruptions: Impacts of information provisions in different street configurations	33
Activity-based and agent-based transport model of Melbourne: an open multi-modal transport simulation model for Greater Melbourne	33
Massively parallelizable approach for evaluating signalized arterial performance using probe-based data	30
ABAFT: an adaptive weight-based fusion technique for travel time estimation using multi-source data with different confidence and spatial coverage	29
A simulation-based testing framework for autonomous driving: ensuring realism and priority of test scenarios	28
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
Capturing the true bounding boxes: vehicle kinematic data extraction using unmanned aerial vehicles	23
Optimization of hard shoulder running on highways using multi-agent reinforcement learning considering emergency vehicles	21
Adaptive bidirectional spatial-temporal prediction model for traffic speed in large-scale road networks	19
The mathematical algorithms for maintaining vehicle platoons in unpredictable situations	19
Robust real-time traffic light detector on small-form platform for autonomous vehicles	19
Follow the leader: a deep reinforcement learning framework for safe and efficient autonomous car-following	18
Forecasting short-term subway passenger flow using Wi-Fi data: comparative analysis of advanced time-series methods	17
Inferring the number of vehicles between trajectory-observed vehicles	16
Trajectory optimization for connected and automated vehicles in a drop-off area of the departure curbside	16
Road traffic attributes prediction using deep learning hybridization by the traffic fundamental diagram	16
Optimizing dedicated lanes and tolling schemes for connected and autonomous vehicles to address bottleneck congestion considering morning commuter departure choices	15
Dynamical systems approach for travel time prediction in intermediate section under mixed traffic conditions	15
A self-enforced optimal framework for inter-platoon transfer in connected vehicles	15
Risky scooter riders pay more: a usage-based insurance study of a scooter risk-aware fingerprint model without privacy issues	14
Modeling the long-term regional impacts of autonomous vehicles: A case study of Victoria, Australia	13
Uncertainty analysis of autonomous delivery robot operations for last-mile logistics in European cities	13
Dynamic and multigraph fusion spatio-temporal graph convolution network for short-term forecasting of urban rail transit passenger flow	12

Unifying expert knowledge and field data toward an enhanced scenario description for CAV certification: a comprehensive scenario-based approach	12
Online longitudinal trajectory planning for connected and autonomous vehicles in mixed traffic flow with deep reinforcement learning approach	11
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
Eco-friendly platooning operation algorithm of the electric vehicles	10
A data-driven method for flight time estimation based on air traffic pattern identification and prediction	10
An anti-disturbance lane-changing trajectory tracking control method combining extended Kalman filter and robust tube-based model predictive control	10
Analyzing continuous lane-changing behavior using freeway drone dataset	10
Adaptive and robust low-rank tensor completion for missing and corrupted traffic data recovery	10
A data-driven traffic shockwave speed detection approach based on vehicle trajectories data	10
Cooperative driving for automated vehicles: a two-layer algorithm in a full context awareness mixed traffic scenario	10
Statewide intersection geometry extraction using geographic information system and deep learning model from road maps	10
A cooperative lane-changing control method for connected and autonomous vehicles in expressway diversion area considering dedicated lanes	10
Performance evaluation of path choice set generation algorithms for route choice modelling	10
Hybrid cyber-resilient control for networked autonomous vehicles	10
Consecutive attractive local regions – bidirectional long short-term memory for trip destination prediction	9
Exploring the effect of driving environment on driver stress: a framework based on urban street view and explainable machine learning	9
A methodology for generating driving styles for autonomous cars	9
A multi-state merging based analytical model for an operation design domain of autonomous vehicles in work zones on two-lane highways	9
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model	9
An efficient data-driven method to construct dynamic service areas from large-scale taxi location data	9
DAnoScenE: a driving anomaly scenario extraction framework for autonomous vehicles in urban streets	8
Comparative analysis of drowsiness and performance in conditionally automated driving and manual driving considering the effect of circadian rhythm	8
Android application-based automated prediction for green transportation mode detection: architecture, challenges and results	8
Price incentive strategy for the E-scooter sharing service using deep reinforcement learning	8
Modified Gipps model: a collision-free car following model	8
A fast and environmentally adaptable method for identifying heavy vehicles weight distribution through video and Electronic Toll Collection data fusion	7
A novel integrative prediction framework for metro passenger flow	7
Cut through traffic like a snake: cooperative adaptive cruise control with successive platoon lane-change capability	7
Integrated optimization of flexible train timetable, stop plan and exogenous passenger assignment under demand responsive condition	7
Who initiates the automated vehicle disengagement—humans or automated driving systems?	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
A framework of transportation mode detection for people with mobility disability	7
Traffic-sensitive speed advisory system based on Lagrangian traffic indicators	6
A traffic incident detection method of highway based on spatial-temporal characteristics	6
LaneSNet: an end-to-end, low-complexity network for robust lane segmentation in harsh conditions	6
The demand potential of shared autonomous vehicles: a large-scale simulation using mobility survey data	6
Deep learning-based pedestrian trajectory prediction and risk assessment at signalized intersections using trajectory data captured through roadside LiDAR	6
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections	6
Prescribed performance robust constraint-following control of vehicle platoons	6
Traffic responsive urban predictive control for signal splitting in large-scale congested urban road networks	6
Revealing representative day-types in transport networks using traffic data clustering	6
Understanding the merging behavior patterns and evolutionary mechanism at freeway on-Ramps	6
Hierarchical decision-making and collaborative control of vehicle-group at edge-cloud-controlled intersections under mixed-autonomy traffic scenario	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
Road surface segmentation from multisource geospatial data for autonomous driving	6
Road crack avoidance: a convolutional neural network-based smart transportation system for intelligent vehicles	6
Research on route hierarchical control strategy from the perspective of macroscopic traffic network	6

Passenger flow prediction for citywide bus stops based on gated multi-graph convolutional network	6
Resilience assessment and enhancement of urban road networks subject to traffic accidents: a network-scale optimization strategy	6
Fuzing multiple erroneous sensors to estimate travel time	5
Quality assurance for network-level traffic signal performance measures derived from connected-vehicle data	5
Foggy day target image detection based on Radon transform and feature space decision	5
Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services	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
Artificial intelligence-based model for efficient object detection in autonomous vehicles	5
Exploring traffic breakdown with vehicle-level data	4
Unified model predictive control method of automated vehicles for lane-changing and lane-keeping maneuvers	4
Robust learning control for autonomous vehicle with network delays and disturbances	4
A “digital twin” traffic simulation tool for network-wide real-time traffic monitoring and management	4
Speed harmonization with enhanced precision	4
A geofencing-based methodology for speed limit regulation and user safety in e-scooter sharing systems	4
Real-time anomaly detection of short-term traffic disruptions in urban areas through adaptive isolation forest	4
Transfer learning for cross-modal demand prediction of bike-share and public transit	4
Arterial coordinated control based on dynamic green start time difference	4
Lane-based estimation of travel time distributions by vehicle type via vehicle re-identification using low-resolution video images	4
Bi-layer eco-driving control design of autonomous electric vehicles in presence of signalized intersections and preceding vehicles	4
Multi-head attention-based intelligent vehicle lane change decision and trajectory prediction model in highways	4
Adaptive graph convolutional network-based short-term passenger flow prediction for metro	4
Adaptive green split optimization for traffic control with low penetration rate trajectory data	4
Vehicle trajectory extraction at the exit areas of urban freeways based on a novel composite algorithms framework	4
An automatic methodology to measure drivers’ behavior in public transport	4
Generative adversarial network for car following trajectory generation and anomaly detection	4
Novel fixed-time sliding mode control for autonomous vehicle lateral dynamics	4
A preliminary assessment on the design of driverless demand-responsive transit regional systems: point-to-point vs. hub-and-spoke	4
Coordinated control model for arterials with asymmetric traffic	4
A reinforcement learning based autonomous vehicle control in diverse daytime and weather scenarios	3
Decentralized cooperative crossing at unsignalized intersections via vehicle-to-vehicle communication in mixed traffic flows	3
Dynamic mode decomposition type algorithms for modeling and predicting queue lengths at signalized intersections with short lookback	3
Accurate detection of vehicle, pedestrian, cyclist and wheelchair from roadside light detection and ranging sensors	3
Sensitivity analysis of driving event classification using smartphone motion data: case of classifier type, sensor bundling, and data acquisition rate	3
Glocal map-matching algorithm for high-frequency and large-scale GPS data	3
Vehicle classification using accelerometer signals and machine-learning techniques	3
Perceived risk quantification for automated vehicles: a method with unified metrics	3
An analysis of the value of optimal routing and signal timing control strategy with connected autonomous vehicles	3
String stable control design for automated vehicles under cyberattacks	3
Algebraic method of regional green wave coordinated control	3
Evolving passenger priorities in seat ticket purchases: a novel ticketing strategy for railway passenger transportation	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
Electric vehicle routing with stochastic customers using deep reinforcement learning and graph convolutional networks	3
Kick-scooters identification in the context of transportation mode detection using inertial sensors: Methods and accuracy	3
Driver stress levels detection system using hyperparameter optimization	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