OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Intelligent Transportation Systems is 8. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Safety evaluation of connected and automated vehicles in mixed traffic with conventional vehicles at intersections	70
Electric vehicle charging demand forecasting using deep learning model	35
Spatial-temporal traffic congestion identification and correlation extraction using floating car data	30
Road surface friction prediction using long short-term memory neural network based on historical data	29
Convolutional neural network for recognizing highway traffic congestion	27
Driver’s black box: a system for driver risk assessment using machine learning and fuzzy logic	25
A proof-of-concept field experiment on cooperative lane change maneuvers using a prototype connected automated vehicle testing platform	22
Adaptive traffic signal control algorithms based on probe vehicle data	20
Stabilizing mixed cooperative adaptive cruise control traffic flow to balance capacity using car-following model	20
The potential impacts of automated vehicles on pedestrian safety in a four-season country	19
A prediction model with wavelet neural network optimized by the chicken swarm optimization for on-ramps metering of the urban expressway	18
A decentralized model predictive traffic signal control method with fixed phase sequence for urban networks	17
Network and station-level bike-sharing system prediction: a San Francisco bay area case study	17
A multistudy investigation of drivers and passengers’ gesture and voice input preferences for in-vehicle interactions	16
Reinforcement learning-enabled genetic algorithm for school bus scheduling	16
Solving urban electric transit network problem by integrating Pareto artificial fish swarm algorithm and genetic algorithm	15
Performance evaluation of a state-of-the-art automotive radar and corresponding modeling approaches based on a large labeled dataset	15
Smartphone-based parking guidance algorithm and implementation	14
An analytical approach to real-time bus signal priority system for isolated intersections	14
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	14
Multilevel weather detection based on images: a machine learning approach with histogram of oriented gradient and local binary pattern-based features	13
A hybrid autoregressive fractionally integrated moving average and nonlinear autoregressive neural network model for short-term traffic flow prediction	13
Crowd logistics: Understanding auction-based pricing and couriers’ strategies in crowdsourcing package delivery	12
To re-route, or not to re-route: Impact of real-time re-routing in urban road networks	12
Analysis of global positioning system based bus travel time data and its use for advanced public transportation system applications	12

Safety impacts and benefits of connected and automated vehicles: How real are they?	12
Geographical window based structural similarity index for origin-destination matrices comparison	12
Metaheuristic approach for designing robust traffic signal timings to effectively serve varying traffic demand	11
Short-term traffic flow prediction in bike-sharing networks	11
Traffic state classification and prediction based on trajectory data	11
New England merge: a novel cooperative merge control method for improving highway work zone mobility and safety	11
Optimization model for regional green wave coordinated control based on ring-and-barrier structure	11
Extending the adaptive time gap car-following model to enhance local and string stability for adaptive cruise control systems	11
Worst-case scenarios identification approach for the evaluation of advanced driver assistance systems in intelligent/autonomous vehicles under multiple conditions	10
A two-sided lateral gap continuum model and its numerical simulation for non-lane based heterogeneous traffic environment	10
Multi-view crowd congestion monitoring system based on an ensemble of convolutional neural network classifiers	10
Decentralized cooperative crossing at unsignalized intersections via vehicle-to-vehicle communication in mixed traffic flows	10
A two-stage trajectory planning model for cooperative truck platooning on freeways	10
Deep Q learning-based traffic signal control algorithms: Model development and evaluation with field data	9
Reconstructing vehicle trajectories on freeways based on motion detection data of connected and automated vehicles	9
Modeling vehicle collision instincts over road midblock using deep learning	9
A queue length estimation and prediction model for long freeway off-ramps	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
Online longitudinal trajectory planning for connected and autonomous vehicles in mixed traffic flow with deep reinforcement learning approach	9
Cut through traffic like a snake: cooperative adaptive cruise control with successive platoon lane-change capability	9
Integrated mainline and ramp signal control for expressway on-ramp bottleneck with unequal lane-setting	9
Optimizing a vehicle’s route in an on-demand ridesharing system in which users might walk	8
Variable speed limit strategy with anticipatory lane changing decisions	8
New fuel consumption model considering vehicular speed, acceleration, and jerk	8
Passenger satisfaction evaluation of public transport using alternative queuing method under hesitant linguistic environment	8
A traffic responsive control framework for signalized junctions based on hybrid traffic flow representation	8
A macroscopic approach for assessing the environmental performance of shared, automated, electric mobility in an intercity corridor	8
Towards application of light detection and ranging sensor to traffic detection: an investigation of its built-in features and installation techniques	8
A motion planner enabling cooperative lane changing: Reducing congestion under partially connected and automated environment	8
Analysis on autonomous vehicle detection performance according to various road geometry settings	8