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 2020-12-01 to 2024-12-01.)

Article	Citations
Electric vehicle charging demand forecasting using deep learning model	57
Driver’s black box: a system for driver risk assessment using machine learning and fuzzy logic	33
Stabilizing mixed cooperative adaptive cruise control traffic flow to balance capacity using car-following model	28
A hybrid autoregressive fractionally integrated moving average and nonlinear autoregressive neural network model for short-term traffic flow prediction	24
A prediction model with wavelet neural network optimized by the chicken swarm optimization for on-ramps metering of the urban expressway	21
Performance evaluation of a state-of-the-art automotive radar and corresponding modeling approaches based on a large labeled dataset	21
Reinforcement learning-enabled genetic algorithm for school bus scheduling	21
Network and station-level bike-sharing system prediction: a San Francisco bay area case study	20
An analytical approach to real-time bus signal priority system for isolated intersections	17
Safety impacts and benefits of connected and automated vehicles: How real are they?	17
To re-route, or not to re-route: Impact of real-time re-routing in urban road networks	16
Online longitudinal trajectory planning for connected and autonomous vehicles in mixed traffic flow with deep reinforcement learning approach	16
Smartphone-based parking guidance algorithm and implementation	16
Multilevel weather detection based on images: a machine learning approach with histogram of oriented gradient and local binary pattern-based features	15
Traffic state classification and prediction based on trajectory data	15
Short-term traffic flow prediction in bike-sharing networks	15
Worst-case scenarios identification approach for the evaluation of advanced driver assistance systems in intelligent/autonomous vehicles under multiple conditions	14
Extending the adaptive time gap car-following model to enhance local and string stability for adaptive cruise control systems	14
Deep Q learning-based traffic signal control algorithms: Model development and evaluation with field data	14
Decentralized cooperative crossing at unsignalized intersections via vehicle-to-vehicle communication in mixed traffic flows	14
Cut through traffic like a snake: cooperative adaptive cruise control with successive platoon lane-change capability	13
Optimization model for regional green wave coordinated control based on ring-and-barrier structure	12
New fuel consumption model considering vehicular speed, acceleration, and jerk	12
Controlling passenger flow to mitigate the effects of platform overcrowding on train dwell time	12
Metaheuristic approach for designing robust traffic signal timings to effectively serve varying traffic demand	12

Heterogeneity assessment in incident duration modelling: Implications for development of practical strategies for small & large scale incidents	11
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections	11
A two-stage trajectory planning model for cooperative truck platooning on freeways	11
Analysis on autonomous vehicle detection performance according to various road geometry settings	11
Takeover request (TOR) effects during different automated vehicle failures	10
Comparison of different Bayesian methods for estimating error bars with incident duration prediction	10
Modeling and simulation of dynamic lane reversal using a cell transmission model	10
Estimating cycle-level real-time traffic movements at signalized intersections	10
A macroscopic approach for assessing the environmental performance of shared, automated, electric mobility in an intercity corridor	10
Optimizing a vehicle’s route in an on-demand ridesharing system in which users might walk	10
Reconstructing vehicle trajectories on freeways based on motion detection data of connected and automated vehicles	10
Machine learning based real-time prediction of freeway crash risk using crowdsourced probe vehicle data	9
Estimation of lane-level travel time distributions under a connected environment	9
Fusion attention mechanism bidirectional LSTM for short-term traffic flow prediction	9
Robust control strategy for platoon of connected and autonomous vehicles considering falsified information injected through communication links	9
Operational and safety impacts of integrated variable speed limit with dynamic hard shoulder running	9
Modeling vehicle collision instincts over road midblock using deep learning	9
Constructing spatiotemporal driving volatility profiles for connected and automated vehicles in existing highway networks	8
Passenger satisfaction evaluation of public transport using alternative queuing method under hesitant linguistic environment	8
Machine learning techniques to predict reactionary delays and other associated key performance indicators on British railway network	8
Learning electric vehicle driver range anxiety with an initial state of charge-oriented gradient boosting approach	8
Variable speed limit strategy with anticipatory lane changing decisions	8
An integrated modeling framework for active traffic management and its applications in the Washington, DC area	8
Network-level turning movement counts estimation using traffic controller event-based data	8
Vehicle trajectory extraction at the exit areas of urban freeways based on a novel composite algorithms framework	8
Comparative evaluation of adaptive fuzzy inference system and adaptive neuro-fuzzy inference system for mandatory lane changing decisions on freeways	8
A traffic responsive control framework for signalized junctions based on hybrid traffic flow representation	8
Estimating pedestrian delay at signalized intersections using high-resolution event-based data: a finite mixture modeling method	7
Robust real-time traffic light detector on small-form platform for autonomous vehicles	7
Traffic density estimation using vehicle sensor data	7
Decentralized arterial traffic signal optimization with connected vehicle information	7
Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services	7
Experience of drivers of all age groups in accepting autonomous vehicle technology	6
Identifying crashes potentially affected by conditionally automated vehicles in Finland	6
Glocal map-matching algorithm for high-frequency and large-scale GPS data	6
A stochastic microscopic based freeway traffic state and spatial-temporal pattern prediction in a connected vehicle environment	6
A computer vision algorithm for locating and recognizing traffic signal control light status and countdown time	6
Machine learning for activity pattern detection	6
Weather impact on macroscopic traffic stream variables prediction using recurrent learning approach	5
Time series relations between parking garage occupancy and traffic speed in macroscopic downtown areas – a data driven study	5
Optimization based trajectory planner for multilane roundabouts with connected automation	5
Incorporating bus delay minimization in design of signal progression for arterials accommodating heavy mixed-traffic flows	5
Traffic sign extraction using deep hierarchical feature learning and mobile light detection and ranging (LiDAR) data on rural highways	5
Proactive congestion management via data-driven methods and connected vehicle-based microsimulation	5
Using reinforcement learning to minimize taxi idle times	5
Research on coordinated control of vehicle’s speed in new mixed traffic flow	5
Understanding the merging behavior patterns and evolutionary mechanism at freeway on-Ramps	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

A microsimulation based analysis of the price of anarchy in traffic routing: The enhanced Braess network case	5
A Bayesian regression analysis of truck drivers’ use of cooperative adaptive cruise control (CACC) for platooning on California highways	4
Price incentive strategy for the E-scooter sharing service using deep reinforcement learning	4
Evaluating the impacts of vehicle-mounted Variable Message Signs on passing vehicles: implications for protecting roadside incident and service personnel	4
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model	4
Smart Mobility in Smart Cities: Emerging challenges, recent advances and future directions	4
A decentralized intersection management system through collaborative negotiation between smart signals	4
A geofencing-based methodology for speed limit regulation and user safety in e-scooter sharing systems	4
A robust machine learning structure for driving events recognition using smartphone motion sensors	4
Resolution strategies for cooperative vehicle fleets for reducing rear-end collision risks near recurrent freeway bottlenecks	4
Modeling of shared mobility services - An approach in between aggregate four-step and disaggregate agent-based approaches for strategic transport planning	4
Fuzing multiple erroneous sensors to estimate travel time	4
Revealing representative day-types in transport networks using traffic data clustering	4
A cooperative energy efficient truck platoon lane-changing model preventing platoon decoupling in a mixed traffic environment	4
A cold-start-free reinforcement learning approach for traffic signal control	4
A study toward driverless mobility acceptance in low-density areas	4
Algebraic method of regional green wave coordinated control	4
Detecting aggressive agents in egress process by using conflict data in cellular automaton model	4
Ad-hoc platoon formation and dissolution strategies for multi-lane highways	4
Coordinated control model for arterials with asymmetric traffic	4
Operation of dedicated lanes with intermittent priority on highways: conceptual development and simulation validation	3
Inferring the number of vehicles between trajectory-observed vehicles	3
A framework for mode classification in multimodal environments using radar-based sensors	3
Including network level safety measures in eco-routing	3
Improving the variability of urban traffic microsimulation through the calibration of generative parameter models	3
Resilience assessment and enhancement of urban road networks subject to traffic accidents: a network-scale optimization strategy	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
An automatic methodology to measure drivers’ behavior in public transport	3
Congestion-aware heterogeneous connected automated vehicles cooperative scheduling problems at intersections	3
Adaptive graph convolutional network-based short-term passenger flow prediction for metro	3
Metaheuristic enabled deep convolutional neural network for traffic flow prediction: Impact of improved lion algorithm	3
What do riders say and where? The detection and analysis of eyewitness transit tweets	3
Deep learning-based pedestrian trajectory prediction and risk assessment at signalized intersections using trajectory data captured through roadside LiDAR	3
A data-driven traffic shockwave speed detection approach based on vehicle trajectories data	3
Modeling red-light running behavior using high-resolution event-based data: a finite mixture modeling approach	3
Operation performance of tram lanes with intermittent priority with the coexistence of regular and automatic vehicles	3
Map matching for travel route identification based on Earth Mover's Distance algorithm using wireless cell trajectory data	3
The demand potential of shared autonomous vehicles: a large-scale simulation using mobility survey data	3
A ridesharing simulation model that considers dynamic supply-demand interactions	3