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 2020-07-01 to 2024-07-01.)

Article	Citations
Safety evaluation of connected and automated vehicles in mixed traffic with conventional vehicles at intersections	77
Electric vehicle charging demand forecasting using deep learning model	40
Road surface friction prediction using long short-term memory neural network based on historical data	34
Spatial-temporal traffic congestion identification and correlation extraction using floating car data	32
Driver’s black box: a system for driver risk assessment using machine learning and fuzzy logic	31
Stabilizing mixed cooperative adaptive cruise control traffic flow to balance capacity using car-following model	23
A multistudy investigation of drivers and passengers’ gesture and voice input preferences for in-vehicle interactions	23
A prediction model with wavelet neural network optimized by the chicken swarm optimization for on-ramps metering of the urban expressway	21
The potential impacts of automated vehicles on pedestrian safety in a four-season country	20
Solving urban electric transit network problem by integrating Pareto artificial fish swarm algorithm and genetic algorithm	18
Performance evaluation of a state-of-the-art automotive radar and corresponding modeling approaches based on a large labeled dataset	18
Network and station-level bike-sharing system prediction: a San Francisco bay area case study	18
Safety margins – a novel approach from risk homeostasis theory for evaluating the impact of advanced driver assistance systems on driving behavior in near-crash events	16
Reinforcement learning-enabled genetic algorithm for school bus scheduling	16
A hybrid autoregressive fractionally integrated moving average and nonlinear autoregressive neural network model for short-term traffic flow prediction	16
Traffic state classification and prediction based on trajectory data	15
An analytical approach to real-time bus signal priority system for isolated intersections	15
Safety impacts and benefits of connected and automated vehicles: How real are they?	15
Smartphone-based parking guidance algorithm and implementation	15
New England merge: a novel cooperative merge control method for improving highway work zone mobility and safety	14
Multilevel weather detection based on images: a machine learning approach with histogram of oriented gradient and local binary pattern-based features	14
Short-term traffic flow prediction in bike-sharing networks	14
Extending the adaptive time gap car-following model to enhance local and string stability for adaptive cruise control systems	13
Crowd logistics: Understanding auction-based pricing and couriers’ strategies in crowdsourcing package delivery	13
To re-route, or not to re-route: Impact of real-time re-routing in urban road networks	13

Worst-case scenarios identification approach for the evaluation of advanced driver assistance systems in intelligent/autonomous vehicles under multiple conditions	12
Analysis of global positioning system based bus travel time data and its use for advanced public transportation system applications	12
Optimization model for regional green wave coordinated control based on ring-and-barrier structure	12
Metaheuristic approach for designing robust traffic signal timings to effectively serve varying traffic demand	12
Online longitudinal trajectory planning for connected and autonomous vehicles in mixed traffic flow with deep reinforcement learning approach	12
Geographical window based structural similarity index for origin-destination matrices comparison	12
Decentralized cooperative crossing at unsignalized intersections via vehicle-to-vehicle communication in mixed traffic flows	11
A two-stage trajectory planning model for cooperative truck platooning on freeways	11
Takeover request (TOR) effects during different automated vehicle failures	10
A motion planner enabling cooperative lane changing: Reducing congestion under partially connected and automated environment	10
A queue length estimation and prediction model for long freeway off-ramps	10
Integrated mainline and ramp signal control for expressway on-ramp bottleneck with unequal lane-setting	10
Deep Q learning-based traffic signal control algorithms: Model development and evaluation with field data	10
Reconstructing vehicle trajectories on freeways based on motion detection data of connected and automated vehicles	10
Feedback perimeter control with online estimation of maximum throughput for an incident-affected road network	9
Controlling passenger flow to mitigate the effects of platform overcrowding on train dwell time	9
Cut through traffic like a snake: cooperative adaptive cruise control with successive platoon lane-change capability	9
Modeling vehicle collision instincts over road midblock using deep learning	9
Analysis on autonomous vehicle detection performance according to various road geometry settings	9
Modeling and simulation of dynamic lane reversal using a cell transmission model	9
Estimating cycle-level real-time traffic movements at signalized intersections	9
Comparison of different Bayesian methods for estimating error bars with incident duration prediction	9
A macroscopic approach for assessing the environmental performance of shared, automated, electric mobility in an intercity corridor	9
Optimizing a vehicle’s route in an on-demand ridesharing system in which users might walk	9
Variable speed limit strategy with anticipatory lane changing decisions	9
New fuel consumption model considering vehicular speed, acceleration, and jerk	9
An alternative design for traffic intersections with work zones by using pre-signals	8
A traffic responsive control framework for signalized junctions based on hybrid traffic flow representation	8
Towards application of light detection and ranging sensor to traffic detection: an investigation of its built-in features and installation techniques	8
Passenger satisfaction evaluation of public transport using alternative queuing method under hesitant linguistic environment	8
An integrated modeling framework for active traffic management and its applications in the Washington, DC area	8
Operational and safety impacts of integrated variable speed limit with dynamic hard shoulder running	7
Heterogeneity assessment in incident duration modelling: Implications for development of practical strategies for small & large scale incidents	7
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections	7
Machine learning techniques to predict reactionary delays and other associated key performance indicators on British railway network	7
Network-level turning movement counts estimation using traffic controller event-based data	7
Estimation of lane-level travel time distributions under a connected environment	7
Fusion attention mechanism bidirectional LSTM for short-term traffic flow prediction	7
Decentralized arterial traffic signal optimization with connected vehicle information	7
Constructing spatiotemporal driving volatility profiles for connected and automated vehicles in existing highway networks	7
Experience of drivers of all age groups in accepting autonomous vehicle technology	6
Machine learning based real-time prediction of freeway crash risk using crowdsourced probe vehicle data	6
A computer vision algorithm for locating and recognizing traffic signal control light status and countdown time	6
Impact of lane keeping assist system camera misalignment on driver behavior	6
Traffic density estimation using vehicle sensor data	6
Robust control strategy for platoon of connected and autonomous vehicles considering falsified information injected through communication links	6
Vehicle trajectory extraction at the exit areas of urban freeways based on a novel composite algorithms framework	6
Comparative evaluation of adaptive fuzzy inference system and adaptive neuro-fuzzy inference system for mandatory lane changing decisions on freeways	6
Assessing potential safety benefits of advanced pedestrian technologies through a Pedestrian Technology Test Bed	5
Proactive congestion management via data-driven methods and connected vehicle-based microsimulation	5

Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services	5
Research on coordinated control of vehicle’s speed in new mixed traffic flow	5
Lane-based estimation of travel time distributions by vehicle type via vehicle re-identification using low-resolution video images	5
Pedestrian crossing volume estimation at signalized intersections using Bayesian additive regression trees	5
Comparative analysis of drowsiness and performance in conditionally automated driving and manual driving considering the effect of circadian rhythm	5
Learning electric vehicle driver range anxiety with an initial state of charge-oriented gradient boosting approach	5
Time series relations between parking garage occupancy and traffic speed in macroscopic downtown areas – a data driven study	5
Identifying crashes potentially affected by conditionally automated vehicles in Finland	5
A stochastic microscopic based freeway traffic state and spatial-temporal pattern prediction in a connected vehicle environment	5
A geofencing-based methodology for speed limit regulation and user safety in e-scooter sharing systems	4
Optimization based trajectory planner for multilane roundabouts with connected automation	4
Using reinforcement learning to minimize taxi idle times	4
Machine learning for activity pattern detection	4
Evaluating the impacts of vehicle-mounted Variable Message Signs on passing vehicles: implications for protecting roadside incident and service personnel	4
Estimating pedestrian delay at signalized intersections using high-resolution event-based data: a finite mixture modeling method	4
Robust real-time traffic light detector on small-form platform for autonomous vehicles	4
A study toward driverless mobility acceptance in low-density areas	4
A decentralized intersection management system through collaborative negotiation between smart signals	4
Algebraic method of regional green wave coordinated control	4
A Bayesian regression analysis of truck drivers’ use of cooperative adaptive cruise control (CACC) for platooning on California highways	4
Glocal map-matching algorithm for high-frequency and large-scale GPS data	4
A microsimulation based analysis of the price of anarchy in traffic routing: The enhanced Braess network case	4
Resolution strategies for cooperative vehicle fleets for reducing rear-end collision risks near recurrent freeway bottlenecks	4
Ad-hoc platoon formation and dissolution strategies for multi-lane highways	4
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model	4
Modeling of shared mobility services - An approach in between aggregate four-step and disaggregate agent-based approaches for strategic transport planning	3
Resilience assessment and enhancement of urban road networks subject to traffic accidents: a network-scale optimization strategy	3
What do riders say and where? The detection and analysis of eyewitness transit tweets	3
Detecting aggressive agents in egress process by using conflict data in cellular automaton model	3
Optimizing the ground intra-city express delivery network: An integrated multiple centrality assessment, multi-criteria decision-making, and multi-objective integer programming model	3
Control of autonomous vehicles flow using imposed speed profiles	3
Congestion-aware heterogeneous connected automated vehicles cooperative scheduling problems at intersections	3
Map matching for travel route identification based on Earth Mover's Distance algorithm using wireless cell trajectory data	3
Metaheuristic enabled deep convolutional neural network for traffic flow prediction: Impact of improved lion algorithm	3
The demand potential of shared autonomous vehicles: a large-scale simulation using mobility survey data	3
Model-free speed management for a heterogeneous platoon of connected ground vehicles	3
Weather impact on macroscopic traffic stream variables prediction using recurrent learning approach	3
Coordinated control model for arterials with asymmetric traffic	3
Operation of dedicated lanes with intermittent priority on highways: conceptual development and simulation validation	3
Operation performance of tram lanes with intermittent priority with the coexistence of regular and automatic vehicles	3
A cold-start-free reinforcement learning approach for traffic signal control	3
Including network level safety measures in eco-routing	3
Analysis of spatial interactions among shared e-scooters, shared bikes, and public transit	3
Deep learning-based pedestrian trajectory prediction and risk assessment at signalized intersections using trajectory data captured through roadside LiDAR	3
Improving the variability of urban traffic microsimulation through the calibration of generative parameter models	3
A data-driven traffic shockwave speed detection approach based on vehicle trajectories data	3
Revealing representative day-types in transport networks using traffic data clustering	3
Traffic sign extraction using deep hierarchical feature learning and mobile light detection and ranging (LiDAR) data on rural highways	3
A robust machine learning structure for driving events recognition using smartphone motion sensors	3
Price incentive strategy for the E-scooter sharing service using deep reinforcement learning	3