OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Transportation Safety & Security is 1. 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 2021-01-01 to 2025-01-01.)

Article	Citations
Pattern recognition from injury severity types of frontage roadway crashes	20
A semantic embedding methodology for motor vehicle crash records: A case study of traffic safety in Manhattan Borough of New York City	18
Evaluating the safe and eco-driving performances of car-following behaviors in a vehicle platoon under foggy conditions	17
Understanding distracted driving patterns of ride-hailing drivers from multi-source data: Applying association rule mining	14
Influence of adaptive signal control technology (ASCT) on severity of intersection-related crashes	14
COVID-19, tourism and road traffic accidents: Evidence from Greece	12
Examining the crash risk factors associated with cycling by considering spatial and temporal disaggregation of exposure: Findings from four Dutch cities	11
An integration methodology of safety and security requirements for autonomous vehicles	11
Exploring contributing factors to improper driving actions in single-vehicle work zone crashes: A mixed logit analysis considering heterogeneity in means and variances, and temporal instability	10
An exploratory analysis of two-vehicle crashes for distracted driving with a mixed approach: Machine learning algorithm with unobserved heterogeneity	10
A causal inference analysis of injury severity in motorcyclist crashes in Brazilian highway databases	9
A simulation analysis to explore when using a calibration function is preferred over a scalar factor for calibrating safety performance functions	9
Vehicle trajectory prediction and collision warning for lane change conditions	9
Truck drivers’ self-reported engagement in overloading: An application of the extended theory of planned behavior	9
Effects of ambient temperature on drivers’ speed-selective behavior at different risk levels: A driving simulation study	9
Near misses and split routes: Comparing rider behavior, driver interaction, and route choice for cyclists	8
Determinants of traffic violations in China: A case-study with a partial proportional odds model	8
Applying different analytic methods to determine black spots in two-lane highways	8
A study of aberrant driving behaviors and road accidents in Chinese ride-hailing drivers	8
Contributing factors on the level of delay caused by crashes: a hybrid method of latent class analysis and XGBoost based SHAP algorithm	8
Temporal assessment of injury severities of two types of pedestrian-vehicle crashes using unobserved-heterogeneity models	8
Macro-level hazardous material transportation safety analysis in China using a Bayesian negative binomial model combined with conditional autoregression prior	7
Understanding the mechanism behind young drivers’ distracted driving behaviour based on S-O-R theory	7
Characterizing the differences of injury severity between single-vehicle and multi-vehicle crashes in China	7
Investigating contributing factors to injury severity levels in crashes involving pedestrians and cyclists using latent class clustering analysis and mixed logit models	7

Cluster analysis and multi-level modeling for evaluating the impact of rain on aggressive lane-changing characteristics utilizing naturalistic driving data	7
How does older and younger drivers’ risk cognition affect the safety performance: A driving simulator study of sudden lane-changing of the leading vehicle	7
Detection of distracted driving through the analysis of real-time driver, vehicle, and roadway volatilities	6
A new approach in developing an urban rail transit emergency knowledge graph based on operation fault logs	6
Could music reduce driver fatigue? An investigation on music effects in various weather conditions	6
Optimizing the guiding sign system to improve drivers’ lane-changing behavior at freeway exit ramp	6
Safety evaluation for regulation changes on commercial vehicle operation using multilevel Bayesian methods	6
Exploring the heterogeneities in vehicle-involved traffic violations at intersections using latent class clustering and partial proportional odds models	6
An integrated solution to identify pedestrian-vehicle accident prone locations: GIS-based multicriteria decision approach	6
Modeling non-parametric effects of two-vehicle speed on crash risk at intersections: Leveraging two-dimensional additive logistic regression beyond univariable approach	6
A methodology for prioritizing safety indicators using individual vehicle trajectory data	6
Enhancing bicyclist survival time in fatal crashes: Investigating the impact of faster crash notification time through explainable machine learning	5
Impact of operating speed measures on traffic crashes: Annual and daily level models for rural two-lane and rural multilane roadways	5
A two-dimensional lateral interaction crash risk evaluation model considering imbalanced data	5
Pattern recognition in speeding related motorcycle crashes	5
Structural equation modeling approach for investigating drivers’ risky behavior in clear and adverse weather using SHRP2 naturalistic driving data	5
An improved risk estimation model of lane change using naturalistic vehicle trajectories	5
Investigating the impacts of driver’s risky driving behavior on traffic crash risk detection model	4
Evaluating the benefits of using a context classification system to develop intersection safety performance functions	4
Modeling spatial spillover effect on intersection crash propensity: a case study at the county level in Ohio	4
A comprehensive analysis of factors that influence interstate highway crash severity in Alabama	4
A genetic programming approach for real-time crash prediction to solve trade-off between interpretability and accuracy	4
Tempo-categorization of road accident hotspots to enhance the problem diagnosis process and detect hidden hazardous locations	4
Considering demographics of other involved drivers in predicting the highest driver injury severity in multi-vehicle crashes on rural two-lane roads in California	4
Factors affecting fatal PTW at-fault crash outcome metrics at intersections and non-intersections in South Korea	4
How to select distracted driving countermeasures evaluation metrics: A systematic review	4
Gate violation prediction at highway-rail grade crossings using tree-based ensemble techniques	4
Takeover behavior patterns for autonomous driving in crash scenarios	4
Multiscale spatial analysis of macro-level determinants of bicycle crash frequencies in the Phoenix metro region	4
Investigating the impact of fatigue level on visual attention of heavy-duty truck driver: An eye tracking study	3
Should voice navigation prompts be earlier and more complicated? A study of drivers’ visual attention, physiology and operating performance	3
Influential factors of pedestrian and bicycle crashes near Pedestrian Hybrid Beacons: Observing trends through an applied analysis	3
Impact of access point density on driving safety in underground loops: Examining drivers’ operational performance and visual characteristics	3
Real-time driving risk assessment based on the psycho-physical field	3
Exploring characteristics and influencing factors of crash duration on urban arterials and collectors	3
Enhancing urban metro system resilience under disruptive events through multi-agent reinforcement learning	3
Determinants of driver injury severity in electric vehicle crashes: A random parameters binary probit model with heterogeneity in means and variances	3
Traffic safety analysis at interchange exits using the surrogate measure of aggressive driving behavior and speed variation	3
An empirical analysis of how asleep/fatigued driving-injury severities have changed over time	3
Prudent behavior of young pedestrians: What are the determinants?	3
A random parameter bivariate probit model for injury severities of riders and pillion passengers in motorcycle crashes	3
Understanding the role of driver behaviors and performance in safety-critical events: Application of machine learning	3
Investigating injury severity of pedestrian–vehicle crashes by integrating latent class cluster analysis and unbalanced panel mixed ordered probit model	3
Hot-spot analysis of motorcyclist crashes involving fixed objects using multinomial logit and data mining tools	2
A latent class multinomial logit analysis of factors associated with pedestrian injury severity of inter-urban highway crashes	2
An integrated clustering and Bayesian approach to investigate the severity of pedestrian collisions at highway-railway grade crossings collisions	2
Risk preference, risk perception as predictors of risky driving behaviors: the moderating effects of gender, age, and driving experience	2
Investigating the safety impacts of discontinuities in cycle network: A case study of London	2
Zone-level traffic crash analysis with incorporated multi-sourced traffic exposure variables using Bayesian spatial model	2
Does random slope hierarchical modeling always outperform random intercept counterpart? Accounting for unobserved heterogeneity in a real-time empirical analysis of critical crash occurrence	2

Advanced stop boxes and their effect on traffic conflict rates between cyclists and turning vehicles	2
Modelling participation in road accidents of drivers with disabilities who use hand controls	2
Safety evaluation of pedestrian-vehicle interaction at signalized intersections in Changsha, China	2
GIS-based assessment of pedestrian-vehicle accidents in terms of safety with four different ML models	2
Safety systems and vehicle generations: Analysis of accident and travel data collected using event data recorders	2
An analysis of factors influencing driver action on downgrade crashes using the mixed logit analysis	2
A novel deep learning framework for detecting seafarer’s unsafe behavior	2
An image-based crash risk prediction model using visual attention mapping and a deep convolutional neural network	2
Exploring the influence of rider age and experience on motorcycle crash risk: Evidence from a case-control study	2
Analysis of factors affecting the frequency of crashes on interstate freeways by vehicle type considering multiple weather variables	2
Combining emerging hotspots analysis with XGBoost for modeling pedestrian injuries in pedestrian-vehicle crashes: a case study of North Carolina	2
Analyzing the time-varying patterns of contributing factors in work zone-related crashes	2
Exploring the main and interaction effects of traffic flow characteristics, roadway design and weather conditions on the real-time crash risk for urban roads with mixed logit model	1
Long-term safety evaluation of the primary seat-belt law	1
A novel deep learning approach to predict crash severity in adverse weather on rural mountainous freeway	1
Identifying nonlinear effects of factors on hit-and-run crashes using interpretable machine learning techniques	1
Data-driven gale-induced risk assessment strategy for the high-speed railway system	1
Plateau effect on driver’s hazard perception response mode: Graph construction approach	1
Analysing the injury severity characteristics of urban elderly drivers’ traffic accidents through the generalised ordered logit model: A case of Seoul, South Korea	1
Exploring injury severity of bicycle-motor vehicle crashes: A two-stage approach integrating latent class analysis and random parameter logit model	1
Pattern recognition from light delivery vehicle crash characteristics	1
Mixed logit models for examining pedestrian injury severities at intersection and non-intersection locations	1
An exploration of the effects of various street lighting conditions on driver behaviors and safety at stop-controlled intersections: A driving simulator experiment	1
Calibrating safety-based design charts for horizontal curves using system reliability analysis and multivariate models	1
Predicting pedestrian crash locations in urban India: An integrated GIS-based spatiotemporal HSID technique	1
Analyzing single-vehicle and multi-vehicle freeway crashes with unobserved heterogeneity	1
Utilizing angle-based outlier detection method with sliding window mechanism to identify real-time crash risk	1
Exploring the spatiotemporal heterogeneity of freeway secondary crashes using GTWR model	1
Identifying attribute associations in fatal speeding crashes using latent class clustering and association rule mining	1
Investigating the impact of influential factors on crash types for autonomous vehicles at intersections	1
Investigating the application of deep learning to identify pedestrian collision-prone zones	1
An approach for evaluating traffic safety of expressway weaving segments: Investigating risk patterns of lane-changing conflicts	1
A three-step methodology to complement underreporting maritime accident records	1
An aggressive driving state recognition model using EEG based on stacking ensemble learning	1
A comparison of patterns and contributing factors of ADAS and ADS involved crashes	1
An ensemble machine learning method for crash responsibility assignment in quasi-induced exposure theory	1
Surrogate safety assessment of super DDI design: A case study in Denver, Colorado	1
Prediction of high-risk bus drivers characterized by aggressive driving behavior	1
Exploring the effects of Connected and Autonomous Vehicles on traffic safety and operation at full-cloverleaf interchanges	1
Injury severity analysis of drivers in single-vehicle rollover crashes: A random thresholds random parameters hierarchical ordered logit approach	1
Corridor-level network screening and modeling of fatal and serious injury crashes on urban and suburban arterial corridors in Florida	1
Evasion planning for autonomous intersection control based on an optimized conflict point control formulation	1
A deep learning and full consistency approach to roadway safety scoring	1
Injury severity of single-vehicle weather-related crashes on two-lane highways	1
Exploring the heterogeneous effects of zonal factors on bicycle injury severity: latent class clustering analysis and partial proportional odds models	1
Analysis of driving left-turn errors of young and older drivers at urban intersections	1
Investigation of factors contributing to bus-crash severity based on extended hierarchical ordered probit model with heteroscedasticity	1
Identification and spatiotemporal evolution analysis of high-risk crash spots in urban roads at the microzone-level: Using the space-time cube method	1
Identifying spatio-temporal pattern of electric vehicles involved traffic accidents	1
Modeling car and heavy commercial vehicle crashes on two-lane rural highways using the Poisson-Tweedie regression approach	1
Analysis of risk factors affecting delay of high-speed railway in China based on Bayesian network modeling	1
Categorical principal component analysis (CATPCA) of pedestrian crashes in Central Florida	1
Exploring the heterogeneities of factors affecting e-bicyclist severities in delivery e-scooter crashes	1
An integrated decision support system for ship collision avoidance	1