1. Intersection crash analysis considering longitudinal and lateral risky driving behavior from connected vehicle data: A spatial machine learning approach
   2025/07/30 by Lei Han, Mohamed Abdel‐Aty, Mohamed Abdel-Aty · 3 citations
   Engineering · Medicine · #Artificial intelligence #Autonomous Vehicle Technology and Safety #Computer science #Crash #Engineering #Human factors and ergonomics #Injury prevention #Intersection (aeronautics) #Machine learning #Medical emergency #Medicine #Poison control #Traffic Prediction and Management Techniques #Traffic and Road Safety #Transport engineering
2. Does connected vehicle information reduce beyond-visual-range crash risk in foggy freeway conditions? A study based on extreme value theory
   2025/04/25 by Wenhao Ren, Xiaohua Zhao, Ying Yao +3 · 2 citations
   Engineering · Medicine · #Aerospace engineering #Computer science #Computer security #Crash #Engineering #Environmental health #Human factors and ergonomics #Machine learning #Medicine #Poison control #Range (aeronautics) #Traffic and Road Safety #Traffic control and management #Transport engineering #Value (mathematics) #Vehicle emissions and performance
3. Real-World Deployment and Assessment of a Multi-Agent Reinforcement Learning-Based Variable Speed Limit Control System
   2025/03/02 by Yuhang Zhang, Zhang, Yuhang, Zhiyao Zhang +17 · 1 voice · 2 citations
   Engineering · #Autonomous Vehicle Technology and Safety #Benchmark (surveying) #Control (management) #Control system #Crash #Reinforcement learning #Software deployment #Speed limit #Traffic control and management #Variable (mathematics)
4. Investigating built environment and traffic flow impact on crash frequency in urban road networks
   2024/04/07 by Dong Xiao, Hongliang Ding, N.N. Sze +1 · 5 citations
   Engineering · Health Professions · Mathematics · Social Sciences · #Built environment #Civil engineering #Computer science #Computer security #Crash #Econometrics #Engineering #Environmental science #Geography #Index (typography) #Mathematics #Negative binomial distribution #Noise Effects and Management #Poison control #Poisson distribution #Statistics #Traffic and Road Safety #Traffic congestion #Traffic flow (computer networking) #Transport engineering #Urban Transport and Accessibility
5. Integrating visual factors in crash rate analysis at Intersections: An AutoML and SHAP approach towards cycling safety
   2024/03/16 by Huiyuan Xue, Peizhuo Guo, Yiyan Li +1 · 6 citations
   Engineering · Environmental Science · Social Sciences · #Cartography #Computer science #Computer security #Crash #Cycling #Engineering #Environmental health #Geography #Geospatial analysis #Poison control #SAFER #Traffic and Road Safety #Transport engineering #Urban Transport and Accessibility #Wildlife-Road Interactions and Conservation
6. Geographically weighted machine learning for modeling spatial heterogeneity in traffic crash frequency and determinants in US
   2024/03/05 by Shuli Wang, Kun Gao, Lanfang Zhang +2 · 7 citations
   Engineering · Environmental Science · Mathematics · Social Sciences · #Air Quality and Health Impacts #Cartography #Computer science #Crash #Demography #Ecology #Econometrics #Engineering #Environmental health #Geography #Intersection (aeronautics) #Machine learning #Mathematics #Poison control #Population #Random forest #Socioeconomic status #Spatial heterogeneity #Statistics #Traffic and Road Safety #Transport engineering #Urban Transport and Accessibility
7. Advancing traffic safety through the safe system approach: A systematic review
   2024/02/28 by Md Nasim Khan, Subasish Das · 12 citations
   Engineering · Health Professions · Medicine · #Business #Computer science #Computer security #Context (archaeology) #Crash #Engineering #Injury Epidemiology and Prevention #Medicine #Occupational Health and Safety Research #Political science #Process management #Psychological intervention #Public relations #Risk analysis (engineering) #SAFER #Stakeholder #Traffic and Road Safety #Transport engineering
8. Decoding the impacts of contributory factors and addressing social disparities in crash frequency analysis
   2023/11/11 by Jinli Liu, Subasish Das, Md Nasim Khan · 5 citations
   Economics, Econometrics and Finance · Engineering · Medicine · Social Sciences · #Built environment #Computer science #Crash #Econometrics #Economics #Engineering #Environmental health #Geography #Medicine #Ordinary least squares #Pedestrian #Poison control #Population #Socioeconomic status #Spatial and Panel Data Analysis #Traffic and Road Safety #Transport engineering #Urban Transport and Accessibility
9. Changes in traffic crash patterns: Before and after the outbreak of COVID-19 in Florida
   2023/06/21 by Jaeyoung Lee, Haiyan Liu, Mohamed Abdel-Aty +1 · 7 citations
   Engineering · Medicine · Social Sciences · #Computer science #Coronavirus disease 2019 (COVID-19) #Crash #Demography #Engineering #Environmental health #Geography #Human factors and ergonomics #Injury Epidemiology and Prevention #Injury prevention #Medicine #Occupational safety and health #Outbreak #Pandemic #Poison control #Population #Socioeconomic status #Sociology #Suicide prevention #Traffic and Road Safety #Traffic volume #Transport engineering #Urban Transport and Accessibility
10. Spatial analysis of moving-vehicle crashes and fixed-object crashes based on multi-scale geographically weighted regression
    2023/05/29 by Xiao Tang, Ronghui Bi, Zongyao Wang · 3 citations
    Economics, Econometrics and Finance · Engineering · Mathematics · Social Sciences · #Cartography #Computer science #Crash #Downtown #Engineering #Geography #Mathematics #Poison control #Regression analysis #Scale (ratio) #Spatial and Panel Data Analysis #Statistics #Traffic and Road Safety #Transport engineering #Urban Transport and Accessibility
11. Factors affecting injury severity at pedestrian crossing locations with Rectangular RAPID Flashing Beacons (RRFB) using XGBoost and random parameters discrete outcome models
    2023/01/02 by Amrita Goswamy, Mohamed Abdel-Aty, Mohamed Abdel‐Aty +1 · 3 citations
    Engineering · Mathematics · Medicine · Social Sciences · #Beacon #Computer science #Crash #Engineering #Environmental health #Environmental science #Flashing #Mathematics #Medicine #Pedestrian #Pedestrian crossing #Poison control #Statistics #Telecommunications #Traffic and Road Safety #Transport engineering #Urban Transport and Accessibility #Vehicle emissions and performance
12. Fault-Tolerant Offline Multi-Agent Path Planning
    2022/11/25 by Keisuke Okumura, Okumura, Keisuke, Sébastien Tixeuil +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial intelligence #Block (permutation group theory) #Computer network #Computer science #Crash #Distributed computing #FOS: Computer and information sciences #Fault tolerance #Formal Methods in Verification #Graph #Motion planning #Multiagent Systems (cs.MA) #Path (computing) #Programming language #Robot #Robotic Path Planning Algorithms #Robotics (cs.RO) #Set (abstract data type) #Software Testing and Debugging Techniques #Theoretical computer science #Workspace
13. Do underserved and socially vulnerable communities observe more crashes? A spatial examination of social vulnerability and crash risks in Texas
    2022/05/31 by Xiao Li, Siyu Yu, Xiao Huang +3 · 9 citations
    Engineering · Medicine · Psychology · Social Sciences · #Computer science #Computer security #Crash #Economics #Environmental health #Geography #Health disparities and outcomes #Injury prevention #Medicine #Poison control #Population #Psychological resilience #Psychology #Social vulnerability #Socioeconomic status #Socioeconomics #Traffic and Road Safety #Urban Transport and Accessibility #Vulnerability (computing)
14. A review of surrogate safety measures and their applications in connected and automated vehicles safety modeling
    2021/05/08 by Chen Wang, Yuanchang Xie, Helai Huang +1 · 34 citations
    Engineering · #Artificial intelligence #Automation #Autonomous Vehicle Technology and Safety #Computer science #Control (management) #Crash #Engineering #Platoon #Risk analysis (engineering) #Systems engineering #Traffic and Road Safety #Traffic control and management
15. Developing safety performance functions for freeways at different aggregation levels using multi-state microscopic traffic detector data
    2021/01/20 by Jinghui Yuan, Mohamed Abdel-Aty, Mohamed Abdel‐Aty +4 · 3 citations
    Engineering · Mathematics · Medicine · #Civil engineering #Computer science #Crash #Engineering #Environmental health #Environmental science #Mathematics #Medicine #Occupancy #Poison control #Range (aeronautics) #Standard deviation #Statistics #Traffic Prediction and Management Techniques #Traffic and Road Safety #Traffic control and management #Traffic speed #Traffic volume #Transferability #Transport engineering
16. Assessing the impact of traffic signal performance on crash frequency for signalized intersections along urban arterials: A random parameter modeling approach
    2020/11/23 by Rezwana Kabir, Stephen M. Remias, Steven M. Lavrenz +3 · 3 citations
    Engineering · Mathematics · #Computer science #Crash #Engineering #Goodness of fit #Mathematics #Negative binomial distribution #Poison control #Real-time computing #Signal timing #Statistics #Traffic Prediction and Management Techniques #Traffic and Road Safety #Traffic control and management #Traffic signal #Transport engineering
17. Spatial heterogeneity analysis of macro-level crashes using geographically weighted Poisson quantile regression
    2020/10/22 by Jinjun Tang, Fan Gao, Fang Liu +2 · 10 citations
    Engineering · Environmental Science · Mathematics · Social Sciences · #Air Quality and Health Impacts #Computer science #Crash #Distribution (mathematics) #Econometrics #Macro #Mathematics #Poisson distribution #Poisson regression #Population #Quantile #Quantile regression #Regression analysis #Spatial heterogeneity #Statistics #Traffic and Road Safety #Urban Transport and Accessibility #Variable (mathematics)
18. Effects of state-led suburbanization on traffic crash density in China: Evidence from the Chengdu City Proper
    2020/10/16 by Si Qiao, Anthony Gar-On Yeh, Anthony Gar‐On Yeh +2 · 4 citations
    Engineering · Health Professions · Social Sciences · #Built environment #China #Civil engineering #Computer science #Crash #Demography #Economic geography #Economic growth #Economics #Engineering #Geography #Land use #Metropolitan area #Noise Effects and Management #Residence #Sociology #Suburbanization #Traffic and Road Safety #Transport engineering #Urban Transport and Accessibility #Urban sprawl #Urbanization
19. Identification of safety benefits by inter-vehicle crash risk analysis using connected vehicle systems data on Korean freeways
    2020/07/04 by Jiyong Jang, Jieun Ko, Jiwon Park +2 · 1 citation
    Engineering · #Autonomous Vehicle Technology and Safety #Business #Collision #Computer science #Computer security #Crash #Engineering #Exploit #Identification (biology) #Lane departure warning system #Poison control #Risk analysis (engineering) #Software deployment #Traffic and Road Safety #Traffic control and management #Transport engineering #Warning system
20. Evaluating the combined effect of alcohol-involved and un-helmeted riding on motorcyclist fatalities in Taiwan
    2020/05/28 by Bayu Satria Wiratama, Ping-Ling Chen, Ping‐Ling Chen +7 · 7 citations
    Engineering · Medicine · #Automotive and Human Injury Biomechanics #Blood alcohol #Blood alcohol content #Crash #Demography #Environmental health #Human factors and ergonomics #Injury Epidemiology and Prevention #Injury prevention #Internal medicine #Logistic regression #Medical emergency #Medicine #Occupational safety and health #Odds #Odds ratio #Poison control #Suicide prevention #Traffic and Road Safety
21. What should we do when a model crashes? Recommendations for global sensitivity analysis of Earth and environmental systems models
    2019/10/10 by Razi Sheikholeslami, Saman Razavi, Amin Haghnegahdar · 1 citation
    Environmental Science · Engineering · #Groundwater flow and contamination studies #Soil and Unsaturated Flow #Hydrology and Watershed Management Studies #Sensitivity (control systems) #Computer science #Sample (material) #Implementation #Sampling (signal processing) #Crash #Software #Curse of dimensionality #Earth system science #Stability (learning theory) #Fidelity #Data mining #Machine learning #Engineering #Geology
22. Crash risk, crash exposure, and the built environment: A conceptual review
    2019/08/10 by Louis A. Merlin, Erick Guerra, Eric Dumbaugh · 19 citations
    Engineering · Health Professions · Medicine · Psychology · Social Sciences · #Built environment #Civil engineering #Computer science #Crash #Engineering #Environmental health #Forensic engineering #Human factors and ergonomics #Medicine #Noise Effects and Management #Occupational safety and health #Poison control #Psychology #Traffic and Road Safety #Transport engineering #Unit (ring theory) #Urban Transport and Accessibility
23. Exploring the mechanism of crashes with automated vehicles using statistical modeling approaches
    2019/03/28 by Song Wang, Zhixia Li · 1 citation
    Engineering · Medicine · Mathematics · #Traffic and Road Safety #Autonomous Vehicle Technology and Safety #Traffic Prediction and Management Techniques #Crash #Collision #Computer science #Cart #Logistic regression #Poison control #Mechanism (biology) #Statistical model #Field (mathematics) #Transport engineering #Computer security #Engineering #Artificial intelligence #Machine learning #Medicine #Environmental health #Mathematics
24. Review and ranking of crash risk factors related to the road infrastructure
    2019/02/05 by Eleonora Papadimitriou, Ashleigh Filtness, Athanasios Theofilatos +4 · 10 citations
    Engineering · Environmental Science · Health Professions · #Business #Computer science #Computer security #Crash #Engineering #Environmental and Social Impact Assessments #Environmental health #Occupational Health and Safety Research #Poison control #Quality (philosophy) #Ranking (information retrieval) #Risk analysis (engineering) #Risk assessment #Traffic and Road Safety #Transport engineering
25. How Should Autonomous Vehicles Make Moral Decisions? Machine Ethics, Artificial Driving Intelligence, and Crash Algorithms
    2019/01/01 · 1 citation
    Psychology · Social Sciences · #Artificial intelligence #Computer science #Crash #Ethics and Social Impacts of AI #Machine learning #Psychology
26. Use of multiple data sources to identify specific drugs and other factors associated with drug and alcohol screening of fatally injured motor vehicle drivers
    2018/11/02 by T. Bunn, Terry L. Bunn, M. Singleton +3 · 11 citations
    Engineering · Health Professions · Medicine · Pharmacology, Toxicology and Pharmaceutics · #Cause of death #Computer science #Concordance #Crash #Death certificate #Driving under the influence #Drug #Emergency medicine #Environmental health #Forensic Toxicology and Drug Analysis #Human factors and ergonomics #Injury prevention #Internal medicine #Logistic regression #Medical emergency #Medicine #Occupational safety and health #Older Adults Driving Studies #Poison control #Psychiatry #Traffic and Road Safety
27. Managing the emotional impact of disaster relief: The Gendarmerie Nationale and the crash of Germanwings Flight 952
    2018/04/10 by Laurence Le Poder · 1 citation
    Psychology · Medicine · Engineering · #Leadership, Courage, and Heroism Studies #Emotions and Moral Behavior #Emotional Intelligence and Performance #Emotional stress #Crash #Emotional distress #Reputation #Work (physics) #Shock (circulatory) #Law enforcement #Distress #Business #Political science #Law #Psychology #Medicine #Engineering #Computer science #Psychiatry
28. What are the factors that contribute to road accidents? An assessment of law enforcement views, ordinary drivers’ opinions, and road accident records
    2018/03/09 by Jonathan J. Rolison, Shirley Regev, Salissou Moutari +1 · 27 citations
    Engineering · Health Professions · Medicine · Psychology · #Accident (philosophy) #Applied psychology #Causation #Cognitive psychology #Computer science #Computer security #Crash #Distraction #Enforcement #Engineering #Environmental health #Forensic engineering #Human factors and ergonomics #Human-Automation Interaction and Safety #Injury prevention #Law #Law enforcement #Medicine #Occupational safety and health #Older Adults Driving Studies #Poison control #Political science #Psychology #Recall #Suicide prevention #Traffic and Road Safety #Transport engineering
29. Road traffic accidents prediction modelling: An analysis of Anambra State, Nigeria
    2018/02/02 by Chukwutoo Christopher Ihueze, Chukwutoo C. Ihueze, Uchendu O. Onwurah +1 · 11 citations
    Engineering · Mathematics · Social Sciences · #Autoregressive integrated moving average #Box–Jenkins #Computer science #Crash #Econometrics #Engineering #Environmental health #Mathematics #Mean absolute percentage error #Mean squared error #Poison control #Road traffic #Statistics #Time series #Traffic Prediction and Management Techniques #Traffic and Road Safety #Transport engineering #Urban Transport and Accessibility
30. Do safety performance functions used for predicting crash frequency vary across space? Applying geographically weighted regressions to account for spatial heterogeneity
    2017/10/23 by Jun Liu, Asad J. Khattak, Behram Wali · 11 citations
    Engineering · Mathematics · Medicine · Social Sciences · #Calibration #Computer science #Crash #Data mining #Econometrics #Engineering #Injury Epidemiology and Prevention #Logit #Mathematics #Negative binomial distribution #Poison control #Spatial analysis #Statistics #Traffic and Road Safety #Transferability #Transport engineering #Urban Transport and Accessibility

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