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 2022-06-01 to 2026-06-01.)

Article	Citations
A real-time mixed autonomy traffic signal optimization model for Continuous Flow Intersections	39
Activity-based and agent-based transport model of Melbourne: an open multi-modal transport simulation model for Greater Melbourne	39
ABAFT: an adaptive weight-based fusion technique for travel time estimation using multi-source data with different confidence and spatial coverage	36
A simulation-based testing framework for autonomous driving: ensuring realism and priority of test scenarios	36
Capturing the true bounding boxes: vehicle kinematic data extraction using unmanned aerial vehicles	33
Optimal lane-based pre-timed signal timing with sub-cycles for maximal capacity at an isolated intersection	29
Robust real-time traffic light detector on small-form platform for autonomous vehicles	23
Optimization of hard shoulder running on highways using multi-agent reinforcement learning considering emergency 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
Inferring the number of vehicles between trajectory-observed vehicles	22
Adaptive bidirectional spatial-temporal prediction model for traffic speed in large-scale road networks	20
The mathematical algorithms for maintaining vehicle platoons in unpredictable situations	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	17
Forecasting short-term subway passenger flow using Wi-Fi data: comparative analysis of advanced time-series methods	17
Risky scooter riders pay more: a usage-based insurance study of a scooter risk-aware fingerprint model without privacy issues	15
Road traffic attributes prediction using deep learning hybridization by the traffic fundamental diagram	15
Neural network solution of stochastic Pontryagin maximum principle for urban road network perimeter control	14
Unifying expert knowledge and field data toward an enhanced scenario description for CAV certification: a comprehensive scenario-based approach	14
Dynamic and multigraph fusion spatio-temporal graph convolution network for short-term forecasting of urban rail transit passenger flow	14
Cooperative driving for automated vehicles: a two-layer algorithm in a full context awareness mixed traffic scenario	14
Uncertainty analysis of autonomous delivery robot operations for last-mile logistics in European cities	14
Hybrid cyber-resilient control for networked autonomous vehicles	13
A data-driven traffic shockwave speed detection approach based on vehicle trajectories data	13
A data-driven method for flight time estimation based on air traffic pattern identification and prediction	12

Performance evaluation of path choice set generation algorithms for route choice modelling	12
An anti-disturbance lane-changing trajectory tracking control method combining extended Kalman filter and robust tube-based model predictive control	12
Statewide intersection geometry extraction using geographic information system and deep learning model from road maps	11
Analyzing continuous lane-changing behavior using freeway drone dataset	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
A multi-state merging based analytical model for an operation design domain of autonomous vehicles in work zones on two-lane highways	11
A multi-source feature-integrated spatiotemporal graph transformer network for short-term origin–destination passenger flow prediction in urban rail transit	11
Eco-friendly platooning operation algorithm of the electric vehicles	11
A cooperative lane-changing control method for connected and autonomous vehicles in expressway diversion area considering dedicated lanes	11
Adaptive and robust low-rank tensor completion for missing and corrupted traffic data recovery	11
Android application-based automated prediction for green transportation mode detection: architecture, challenges and results	10
Exploring the effect of driving environment on driver stress: a framework based on urban street view and explainable machine learning	10
Modified Gipps model: a collision-free car following model	10
A methodology for generating driving styles for autonomous cars	10
DAnoScenE: a driving anomaly scenario extraction framework for autonomous vehicles in urban streets	10
Price incentive strategy for the E-scooter sharing service using deep reinforcement learning	10
Comparative analysis of drowsiness and performance in conditionally automated driving and manual driving considering the effect of circadian rhythm	10
An efficient data-driven method to construct dynamic service areas from large-scale taxi location data	10
Cut through traffic like a snake: cooperative adaptive cruise control with successive platoon lane-change capability	10
Consecutive attractive local regions – bidirectional long short-term memory for trip destination prediction	10
A framework of transportation mode detection for people with mobility disability	9
Decentralized signal predictive control with real-time detection-based vehicle trajectory data	9
Integrated optimization of flexible train timetable, stop plan and exogenous passenger assignment under demand responsive condition	9
Robust dynamic real-time control strategies for high-frequency bus service: a multi-agent reinforcement learning framework	9
A fast and environmentally adaptable method for identifying heavy vehicles weight distribution through video and Electronic Toll Collection data fusion	9
Optimal lane allocation strategy for shared autonomous vehicles mixed with regular vehicles	8
Road surface segmentation from multisource geospatial data for autonomous driving	8
Compensation of unknown large actuator delays in Cooperative Adaptive Cruise Control vehicles via the truncated predictor feedback	8
A novel integrative prediction framework for metro passenger flow	8
Traffic-sensitive speed advisory system based on Lagrangian traffic indicators	8
Who initiates the automated vehicle disengagement—humans or automated driving systems?	8
A traffic incident detection method of highway based on spatial-temporal characteristics	8
Prescribed performance robust constraint-following control of vehicle platoons	8
Revealing representative day-types in transport networks using traffic data clustering	7
LaneSNet: an end-to-end, low-complexity network for robust lane segmentation in harsh conditions	7
Optimizing the ground intra-city express delivery network: An integrated multiple centrality assessment, multi-criteria decision-making, and multi-objective integer programming model	7
Traffic responsive urban predictive control for signal splitting in large-scale congested urban road networks	7
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections	6
Road crack avoidance: a convolutional neural network-based smart transportation system for intelligent vehicles	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
Research on route hierarchical control strategy from the perspective of macroscopic traffic network	6
A personalized lane-changing trajectory planning framework for autonomous vehicles based on driving behavior heterogeneity	6
Analysis of spatial interactions among shared e-scooters, shared bikes, and public transit	6
Assessing the impacts of tradable credit schemes through agent-based simulation	6
Natural language-based evaluation of situational awareness and decision-making in air transportation	6
The demand potential of shared autonomous vehicles: a large-scale simulation using mobility survey data	5
Resilience assessment and enhancement of urban road networks subject to traffic accidents: a network-scale optimization strategy	5
Integrated train rescheduling for urban rail transit during unidirectional line disruptions: a hybrid optimization approach	5

Artificial intelligence-based model for efficient object detection in autonomous vehicles	5
Generative adversarial network for car following trajectory generation and anomaly detection	5
A “digital twin” traffic simulation tool for network-wide real-time traffic monitoring and management	5
Fuzing multiple erroneous sensors to estimate travel time	5
Deep learning-based pedestrian trajectory prediction and risk assessment at signalized intersections using trajectory data captured through roadside LiDAR	5
Hierarchical control of cooperative adaptive cruise control under communication and actuator delays	5
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
Foggy day target image detection based on Radon transform and feature space decision	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
Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services	5
Novel fixed-time sliding mode control for autonomous vehicle lateral dynamics	5
An automatic methodology to measure drivers’ behavior in public transport	4
Speed harmonization with enhanced precision	4
A geofencing-based methodology for speed limit regulation and user safety in e-scooter sharing systems	4
A preliminary assessment on the design of driverless demand-responsive transit regional systems: point-to-point vs. hub-and-spoke	4
Exploring traffic breakdown with vehicle-level data	4
Unified model predictive control method of automated vehicles for lane-changing and lane-keeping maneuvers	4
Transfer learning for cross-modal demand prediction of bike-share and public transit	4
Real-time anomaly detection of short-term traffic disruptions in urban areas through adaptive isolation forest	4
Dynamic mode decomposition type algorithms for modeling and predicting queue lengths at signalized intersections with short lookback	4
Driver stress levels detection system using hyperparameter optimization	4
Multi-head attention-based intelligent vehicle lane change decision and trajectory prediction model in highways	4
Arterial coordinated control based on dynamic green start time difference	4
Adaptive green split optimization for traffic control with low penetration rate trajectory data	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
Electric vehicle routing with stochastic customers using deep reinforcement learning and graph convolutional networks	3
String stable control design for automated vehicles under cyberattacks	3
Correction	3
Glocal map-matching algorithm for high-frequency and large-scale GPS data	3
Collaborative optimization method for intelligent and connected single-route bus operation	3
Algebraic method of regional green wave coordinated control	3
Accurate detection of vehicle, pedestrian, cyclist and wheelchair from roadside light detection and ranging sensors	3
Pheromone-conflict-based search path planning algorithm for multi vehicles parking guidance in parking lots	3
Sensitivity analysis of driving event classification using smartphone motion data: case of classifier type, sensor bundling, and data acquisition rate	3
A new recourse algorithm for school bus routing with overlapped routes and process flexibility	3
Functional modification based on insufficiency identification and fault-tolerant control for cooperative adaptive cruise control systems	3
Evolving passenger priorities in seat ticket purchases: a novel ticketing strategy for railway passenger transportation	3
Perceived risk quantification for automated vehicles: a method with unified metrics	3
A deep reinforcement learning lane-changing model for autonomous vehicles during unexpected lane blockages	3
Wide human-like neural network incorporating driving styles for human-like driving intention analysis	3
A reinforcement learning based autonomous vehicle control in diverse daytime and weather scenarios	3
Estimation of local traffic conditions using Wi-Fi sensor technology	3
Vehicle classification using accelerometer signals and machine-learning techniques	3
Decentralized cooperative crossing at unsignalized intersections via vehicle-to-vehicle communication in mixed traffic flows	3