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 2020-11-01 to 2024-11-01.)

Article	Citations
Real-time crash prediction for a long low-traffic volume corridor using corrected-impurity importance and semi-parametric generalized additive model	17
Safety evaluation of pedestrian-vehicle interaction at signalized intersections in Changsha, China	17
Risk preference, risk perception as predictors of risky driving behaviors: the moderating effects of gender, age, and driving experience	14
A comprehensive analysis of factors that influence interstate highway crash severity in Alabama	14
Pattern recognition in speeding related motorcycle crashes	14
Impact of HMI on driver’s distraction on a freeway under heavy foggy condition based on visual characteristics	12
An empirical analysis of how asleep/fatigued driving-injury severities have changed over time	11
Spatial-temporal varying coefficient model for lane-changing behavior in work zone merging areas	11
Exploring injury severity of bicycle-motor vehicle crashes: A two-stage approach integrating latent class analysis and random parameter logit model	11
Mixed logit models for examining pedestrian injury severities at intersection and non-intersection locations	10
Predicting pedestrian crash locations in urban India: An integrated GIS-based spatiotemporal HSID technique	10
Combined variable speed limit and lane change guidance for secondary crash prevention using distributed deep reinforcement learning	10
Injury severity analysis of drivers in single-vehicle rollover crashes: A random thresholds random parameters hierarchical ordered logit approach	9
Influence of the tunnel retro-reflective arch in freeway tunnels on driving behavior: A driving simulator study	9
Analysis of human errors in maritime accidents: A Bayesian spatial multinomial logistic model	9
Analysing the injury severity characteristics of urban elderly drivers’ traffic accidents through the generalised ordered logit model: A case of Seoul, South Korea	9
Young drivers and cellphone distraction: Pattern recognition from fatal crashes	9
Considering demographics of other involved drivers in predicting the highest driver injury severity in multi-vehicle crashes on rural two-lane roads in California	9
Severity modeling of work zone crashes in New Jersey using machine learning models	8
A random parameter bivariate probit model for injury severities of riders and pillion passengers in motorcycle crashes	8
Cluster analysis and multi-level modeling for evaluating the impact of rain on aggressive lane-changing characteristics utilizing naturalistic driving data	8
Modeling dynamic distribution of dilemma zone at signalized intersections for developing world traffic	8
A genetic programming approach for real-time crash prediction to solve trade-off between interpretability and accuracy	8
Identification and spatiotemporal evolution analysis of high-risk crash spots in urban roads at the microzone-level: Using the space-time cube method	8
Investigating contributing factors to injury severity levels in crashes involving pedestrians and cyclists using latent class clustering analysis and mixed logit models	8

Experimental variables assessment for virtual road safety audit using analytic hierarchy process	7
Analysis of factors affecting occupant injury severity in rear-end crashes by different struck vehicle groups: A random thresholds random parameters hierarchical ordered probit model	7
Pattern recognition from light delivery vehicle crash characteristics	7
Safety first: The risk of over-reliance on technology in navigation	7
Does random slope hierarchical modeling always outperform random intercept counterpart? Accounting for unobserved heterogeneity in a real-time empirical analysis of critical crash occurrence	7
Spatial interactions of shared e-scooter trip generation and vulnerable road user crash frequency	6
Analysis of lane-changing conflict between cars and trucks at freeway merging sections using UAV video data	6
Investigation of factors contributing to bus-crash severity based on extended hierarchical ordered probit model with heteroscedasticity	6
Traffic safety analysis at interchange exits using the surrogate measure of aggressive driving behavior and speed variation	6
Examining the causal effects of distracted driving on crash injury severities	6
Railroad accident causal analysis with unstructured narratives using bidirectional encoder representations for transformers	6
Analysis of factors affecting the frequency of crashes on interstate freeways by vehicle type considering multiple weather variables	6
Usage-based vehicle insurance: Driving style factors of accident probability and severity	6
Analyzing single-vehicle and multi-vehicle freeway crashes with unobserved heterogeneity	6
Investigating injury severity of pedestrian–vehicle crashes by integrating latent class cluster analysis and unbalanced panel mixed ordered probit model	6
Evasion planning for autonomous intersection control based on an optimized conflict point control formulation	5
A civil aircraft passenger deplaning model considering patients with severe acute airborne disease	5
Analysis of risk factors affecting delay of high-speed railway in China based on Bayesian network modeling	5
A novel deep learning approach to predict crash severity in adverse weather on rural mountainous freeway	5
Determinants of traffic violations in China: A case-study with a partial proportional odds model	5
Effects of emergency escape ramps on crash injury severity reduction on mountain freeways: A case study in China	4
Quantification of cut-in risk and analysis of its influencing factors: a study using random parameters ordered probit model	4
Surrogate safety assessment of super DDI design: A case study in Denver, Colorado	4
Characterizing the differences of injury severity between single-vehicle and multi-vehicle crashes in China	4
Investigating the safety performance of the new continuous green T-partial cloverleaf A interchange	4
Pedestrian crossing decision during flashing green-countdown signal for urban signalized intersection	4
A latent class multinomial logit analysis of factors associated with pedestrian injury severity of inter-urban highway crashes	4
Contributing factors on the level of delay caused by crashes: a hybrid method of latent class analysis and XGBoost based SHAP algorithm	4
Evaluating safety performance of the offset diamond interchange design using VISSIM and surrogate safety assessment model	4
Wrong-way driving crash injury analysis on arterial road networks using non-parametric data mining techniques	4
Understanding the mechanism behind young drivers’ distracted driving behaviour based on S-O-R theory	4
An exploratory analysis of two-vehicle crashes for distracted driving with a mixed approach: Machine learning algorithm with unobserved heterogeneity	4
Exploring the impact of seasonal weather factors on frequency of lane-departure crashes in Maine	3
A comparative study of factors associated with motorcycle crash severities under different causal scenarios	3
Calibrating safety-based design charts for horizontal curves using system reliability analysis and multivariate models	3
Takeover behavior patterns for autonomous driving in crash scenarios	3
Optimizing the guiding sign system to improve drivers’ lane-changing behavior at freeway exit ramp	3
Traffic safety analysis and model updating for freeways using Bayesian method	3
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	3
GIS-based assessment of pedestrian-vehicle accidents in terms of safety with four different ML models	3
An improved risk estimation model of lane change using naturalistic vehicle trajectories	3
An integrated solution to identify pedestrian-vehicle accident prone locations: GIS-based multicriteria decision approach	3
Use of a model-based gradient boosting framework to assess spatial and non-linear effects of variables on pedestrian crash frequency at macro-level	3
Categorical principal component analysis (CATPCA) of pedestrian crashes in Central Florida	3
Combining emerging hotspots analysis with XGBoost for modeling pedestrian injuries in pedestrian-vehicle crashes: a case study of North Carolina	3
A new approach in developing an urban rail transit emergency knowledge graph based on operation fault logs	3
A semantic embedding methodology for motor vehicle crash records: A case study of traffic safety in Manhattan Borough of New York City	3
A study of aberrant driving behaviors and road accidents in Chinese ride-hailing drivers	2
Severity analysis of red-light–running behavior at signalized intersections	2
Corridor-level network screening and modeling of fatal and serious injury crashes on urban and suburban arterial corridors in Florida	2

An ensemble machine learning method for crash responsibility assignment in quasi-induced exposure theory	2
Investigating the impact of influential factors on crash types for autonomous vehicles at intersections	2
Evaluation of traffic warning signs on truck safety considering endogeneity, a copula-based method	2
How does older and younger drivers’ risk cognition affect the safety performance: A driving simulator study of sudden lane-changing of the leading vehicle	2
COVID-19, tourism and road traffic accidents: Evidence from Greece	2
Modeling disruption durations of subway service via random survival forests: The case of Shanghai	2
A comparison of patterns and contributing factors of ADAS and ADS involved crashes	2
Exploring the heterogeneous effects of zonal factors on bicycle injury severity: latent class clustering analysis and partial proportional odds models	2
Safety systems and vehicle generations: Analysis of accident and travel data collected using event data recorders	2
Modeling spatial spillover effect on intersection crash propensity: a case study at the county level in Ohio	2
Applying different analytic methods to determine black spots in two-lane highways	2
Influence of adaptive signal control technology (ASCT) on severity of intersection-related crashes	2
Policies, population and impacts in metro ridership response to COVID-19 in Changsha	2
An aggressive driving state recognition model using EEG based on stacking ensemble learning	2
Advanced stop boxes and their effect on traffic conflict rates between cyclists and turning vehicles	2
Hot-spot analysis of motorcyclist crashes involving fixed objects using multinomial logit and data mining tools	2
Enhancing bicyclist survival time in fatal crashes: Investigating the impact of faster crash notification time through explainable machine learning	2
Structural equation modeling approach for investigating drivers’ risky behavior in clear and adverse weather using SHRP2 naturalistic driving data	1
Macro-level hazardous material transportation safety analysis in China using a Bayesian negative binomial model combined with conditional autoregression prior	1
Exploring the influence of seafarers’ individual characteristics on the perceived risk in Maritime emergencies: A simulator study	1
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	1
A dynamic driving-style analysis method based on drivers’ interaction with surrounding vehicles	1
Normalizing crash risk of partially automated vehicles under sparse data	1
Exploring the heterogeneities of factors affecting e-bicyclist severities in delivery e-scooter crashes	1
Plateau effect on driver’s hazard perception response mode: Graph construction approach	1
A three-step methodology to complement underreporting maritime accident records	1
Investigating the application of deep learning to identify pedestrian collision-prone zones	1
An image-based crash risk prediction model using visual attention mapping and a deep convolutional neural network	1
Exploring characteristics and influencing factors of crash duration on urban arterials and collectors	1
Factors affecting fatal PTW at-fault crash outcome metrics at intersections and non-intersections in South Korea	1
Impact of operating speed measures on traffic crashes: Annual and daily level models for rural two-lane and rural multilane roadways	1
Near misses and split routes: Comparing rider behavior, driver interaction, and route choice for cyclists	1
Shared e-bike riders’ psychology contribution to self-reported traffic accidents: a structural equation model approach with mediation analysis	1
Examining the crash risk factors associated with cycling by considering spatial and temporal disaggregation of exposure: Findings from four Dutch cities	1
Safety evaluation of variable speed limit system in British Columbia	1
Recognition of typical driving stressors and driver stress level in a Chinese sample	1
Long-term safety evaluation of the primary seat-belt law	1
Modelling participation in road accidents of drivers with disabilities who use hand controls	1
Investigating the safety impacts of discontinuities in cycle network: A case study of London	1
An analysis of factors influencing driver action on downgrade crashes using the mixed logit analysis	1
An integrated clustering and Bayesian approach to investigate the severity of pedestrian collisions at highway-railway grade crossings collisions	1
Real-time driving risk assessment based on the psycho-physical field	1
Tempo-categorization of road accident hotspots to enhance the problem diagnosis process and detect hidden hazardous locations	1
Modeling non-parametric effects of two-vehicle speed on crash risk at intersections: Leveraging two-dimensional additive logistic regression beyond univariable approach	1
A simulation analysis to explore when using a calibration function is preferred over a scalar factor for calibrating safety performance functions	1
Movement-based intersection crash frequency modeling	1
Evaluating the safe and eco-driving performances of car-following behaviors in a vehicle platoon under foggy conditions	1
Verification analysis of relationship between driving failure probability and traffic accident rate	1
Freeway crash risk prediction considering unobserved heterogeneity: A random effect negative binomial regression approach	1
Prediction of high-risk bus drivers characterized by aggressive driving behavior	1
Analyzing the time-varying patterns of contributing factors in work zone-related crashes	1
A novel deep learning framework for detecting seafarer’s unsafe behavior	1
Exploring the spatiotemporal heterogeneity of freeway secondary crashes using GTWR model	1
Enhancing urban metro system resilience under disruptive events through multi-agent reinforcement learning	1
Multiscale spatial analysis of macro-level determinants of bicycle crash frequencies in the Phoenix metro region	1