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 2021-04-01 to 2025-04-01.)

Article	Citations
How spatial features affect urban rail transit prediction accuracy: a deep learning based passenger flow prediction method	78
Multi-lane’s control performance differentiation on traffic efficiency under the lane-level dynamic coordination strategy	36
Scene adaptation in adverse conditions: a multi-sensor fusion framework for roadside traffic perception	31
Decentralized spreading of ephemeral road incident information between vehicles	26
Distributed coordinated control of mixed expressway and urban roads: a sensitivity-based approach	24
Kick-scooters identification in the context of transportation mode detection using inertial sensors: Methods and accuracy	23
Identifying critical transfer zones to coordinate transit with on-demand services using crowdsourced trajectory data	22
Extending the adaptive time gap car-following model to enhance local and string stability for adaptive cruise control systems	21
Sensor location models with reliable optimal solution for the observation of origin–destination matrix and route flows	20
Improving the variability of urban traffic microsimulation through the calibration of generative parameter models	17
A novel pedestrian road crossing simulator for dynamic traffic light scheduling systems	17
To re-route, or not to re-route: Impact of real-time re-routing in urban road networks	16
One-stage estimation of cyclic arrival rates using license plate recognition data	16
A ridesharing simulation model that considers dynamic supply-demand interactions	16
Analysis of spatial interactions among shared e-scooters, shared bikes, and public transit	16
Detection and localization of pavement diseases via edge computing device	15
What do riders say and where? The detection and analysis of eyewitness transit tweets	15
Constructing spatiotemporal driving volatility profiles for connected and automated vehicles in existing highway networks	15
A macroscopic approach for assessing the environmental performance of shared, automated, electric mobility in an intercity corridor	15
Simulation analysis of urban network performance under link disruptions: Impacts of information provisions in different street configurations	14
Activity-based and agent-based transport model of Melbourne: an open multi-modal transport simulation model for Greater Melbourne	14
An analysis of the value of optimal routing and signal timing control strategy with connected autonomous vehicles	13
Dynamic mode decomposition type algorithms for modeling and predicting queue lengths at signalized intersections with short lookback	12
Ad-hoc platoon formation and dissolution strategies for multi-lane highways	12
Eco-friendly platooning operation algorithm of the electric vehicles	12

The demand potential of shared autonomous vehicles: a large-scale simulation using mobility survey data	11
Machine learning for activity pattern detection	11
Evaluating connected vehicle-based weather responsive management strategies using weather-sensitive microscopic simulation	10
Fuzing multiple erroneous sensors to estimate travel time	10
Decentralized cooperative crossing at unsignalized intersections via vehicle-to-vehicle communication in mixed traffic flows	10
Analysis on autonomous vehicle detection performance according to various road geometry settings	10
Exploring traffic breakdown with vehicle-level data	9
Deep learning-based pedestrian trajectory prediction and risk assessment at signalized intersections using trajectory data captured through roadside LiDAR	9
A decentralized intersection management system through collaborative negotiation between smart signals	9
Driver stress levels detection system using hyperparameter optimization	9
Short-term traffic flow prediction in bike-sharing networks	9
Statewide intersection geometry extraction using geographic information system and deep learning model from road maps	8
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections	8
Foggy day target image detection based on Radon transform and feature space decision	8
Resilience assessment and enhancement of urban road networks subject to traffic accidents: a network-scale optimization strategy	8
Transit Signal Priority under Connected Vehicle Environment: Deep Reinforcement Learning Approach	8
Accurate detection of vehicle, pedestrian, cyclist and wheelchair from roadside light detection and ranging sensors	8
Metaheuristic enabled deep convolutional neural network for traffic flow prediction: Impact of improved lion algorithm	8
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model	7
String stable control design for automated vehicles under cyberattacks	7
Capturing the true bounding boxes: vehicle kinematic data extraction using unmanned aerial vehicles	7
Performance evaluation of a state-of-the-art automotive radar and corresponding modeling approaches based on a large labeled dataset	7
Learning electric vehicle driver range anxiety with an initial state of charge-oriented gradient boosting approach	7
Heterogeneity assessment in incident duration modelling: Implications for development of practical strategies for small & large scale incidents	7
Multilevel weather detection based on images: a machine learning approach with histogram of oriented gradient and local binary pattern-based features	7
Comparing the performance of metaheuristics on the Transit Network Frequency Setting Problem	7
Wide human-like neural network incorporating driving styles for human-like driving intention analysis	7
Network-level turning movement counts estimation using traffic controller event-based data	7
A methodology for generating driving styles for autonomous cars	7
Including network level safety measures in eco-routing	7
Modeling vehicle collision instincts over road midblock using deep learning	7
A multi-state merging based analytical model for an operation design domain of autonomous vehicles in work zones on two-lane highways	6
A stochastic microscopic based freeway traffic state and spatial-temporal pattern prediction in a connected vehicle environment	6
Evaluating the impacts of vehicle-mounted Variable Message Signs on passing vehicles: implications for protecting roadside incident and service personnel	6
Research on coordinated control of vehicle’s speed in new mixed traffic flow	6
Algebraic method of regional green wave coordinated control	6
ABAFT: an adaptive weight-based fusion technique for travel time estimation using multi-source data with different confidence and spatial coverage	6
Traffic state classification and prediction based on trajectory data	6
A spatiotemporal distribution identification method of vehicle weights on bridges by integrating traffic video and toll station data	5
Lane change for self-driving in highly dense traffic using motion based uncertainty propagation	5
New fuel consumption model considering vehicular speed, acceleration, and jerk	5
Massively parallelizable approach for evaluating signalized arterial performance using probe-based data	5
Modeling of shared mobility services - An approach in between aggregate four-step and disaggregate agent-based approaches for strategic transport planning	5
Incorporating bus delay minimization in design of signal progression for arterials accommodating heavy mixed-traffic flows	5
Stabilizing mixed cooperative adaptive cruise control traffic flow to balance capacity using car-following model	5
Deep survival analysis model for incident clearance time prediction	5
Sensitivity analysis of driving event classification using smartphone motion data: case of classifier type, sensor bundling, and data acquisition rate	5
Inferring safety critical events from vehicle kinematics in naturalistic driving environment: Application of deep learning Algorithms	5
Robust control strategy for platoon of connected and autonomous vehicles considering falsified information injected through communication links	5
Vehicle trajectory reconstruction for freeway traffic considering lane changing behaviors	4

A reinforcement learning based autonomous vehicle control in diverse daytime and weather scenarios	4
Cut through traffic like a snake: cooperative adaptive cruise control with successive platoon lane-change capability	4
Robust real-time traffic light detector on small-form platform for autonomous vehicles	4
A framework for mode classification in multimodal environments using radar-based sensors	4
Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services	4
Traffic optimization using a coordinated route updating mechanism	4
Map matching for travel route identification based on Earth Mover's Distance algorithm using wireless cell trajectory data	4
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	4
Novel fuel consumption models integrating vehicular speed, acceleration, and jerk	4
Consecutive attractive local regions – bidirectional long short-term memory for trip destination prediction	4
Resolution strategies for cooperative vehicle fleets for reducing rear-end collision risks near recurrent freeway bottlenecks	4
Price incentive strategy for the E-scooter sharing service using deep reinforcement learning	4
Identifying crashes potentially affected by conditionally automated vehicles in Finland	4
A traffic responsive control framework for signalized junctions based on hybrid traffic flow representation	4
Bi-layer eco-driving control design of autonomous electric vehicles in presence of signalized intersections and preceding vehicles	3
Glocal map-matching algorithm for high-frequency and large-scale GPS data	3
An efficient data-driven method to construct dynamic service areas from large-scale taxi location data	3
Arterial corridor travel time prediction under non-recurring conditions	3
A two-stage trajectory planning model for cooperative truck platooning on freeways	3
Decentralized arterial traffic signal optimization with connected vehicle information	3
Exploring the effect of driving environment on driver stress: a framework based on urban street view and explainable machine learning	3
Evolving passenger priorities in seat ticket purchases: a novel ticketing strategy for railway passenger transportation	3
Generative adversarial network for car following trajectory generation and anomaly detection	3
Comparative evaluation of adaptive fuzzy inference system and adaptive neuro-fuzzy inference system for mandatory lane changing decisions on freeways	3
Adaptive graph convolutional network-based short-term passenger flow prediction for metro	3
Comparative analysis of drowsiness and performance in conditionally automated driving and manual driving considering the effect of circadian rhythm	3
A study toward driverless mobility acceptance in low-density areas	3
DAnoScenE: a driving anomaly scenario extraction framework for autonomous vehicles in urban streets	3
Modified Gipps model: a collision-free car following model	3
A cold-start-free reinforcement learning approach for traffic signal control	3
Eliminating the impacts of traffic volume variation on before and after studies: a causal inference approach	3