naturalistic crash near crash

Crash and near-crash events in naturalistic driving studies: identifying, validating, and analysing actual crashes and critical near-crash / safety-critical events from continuous instrumented-vehicle recordings. The events as observed in NDS data.

583 paper(s) · ranked by relevance to this topic

1. Screening Naturalistic Driving Study Data for Safety-Critical Events ↗ · 2013 · Wu, Kun-Feng et al. · indexed
2. Naturalistic Driving Database Development and Analysis of Crash and near-Crash Traffic Events in Honolulu · 2021 · Prevedouros, Panos D et al. · archived
3. The 100-Car Naturalistic Driving Study, Phase II - Results of the 100-Car Field Experiment · 2006 · Dingus, Thomas A. et al. · archived
4. Advanced operations focused on connected vehicles/infrastructure (CVI-UTC). · 2015 · Smith, Brian L. et al. · archived
5. Comparative Analysis of the Large Truck Crash Causation Study and Naturalistic Driving Data · 2016 · Bocanegra, Joseph L et al. · archived
6. Analysis of Naturalistic Driving Data ↗ · 2008 · Shankar, Venky et al. · indexed
7. Statistical Methods for Naturalistic Driving Studies ↗ · 2018 · Guo, Feng · indexed
8. Differences in frequency of occurrence, event characteristics, and pre-impact vehicle kinematics between crashes, near-crashes, and single vehicle conflicts in a large-scale naturalistic driving study ↗ · 2022 · Pérez, Miguel A. et al. · indexed
9. Patterns of near-crash events in a naturalistic driving dataset: Applying rules mining · 2021 · Das, Subasish · archived
10. In-Depth Understanding of Near-Crash Events Through Pattern Recognition ↗ · 2022 · Das, Subasish · indexed
11. The 100-Car Naturalistic Driving Study: Phase II - Results of the 100-Car Field Experiment ↗ · 2006 · Dingus, Thomas A. et al. · indexed
12. Near Crashes as Crash Surrogate for Naturalistic Driving Studies ↗ · 2010 · Guo, Feng et al. · indexed
13. Modeling 100-car safety events: a case-based approach for analyzing naturalistic driving data: final report · 2009 · Guo, Feng et al. · archived
14. Analysis of Naturalistic Driving Event Data ↗ · 2011 · Jovanis, Paul P. et al. · indexed
15. Exploring Naturalistic Driving Study (NDS) Data and Roadway Information Database (RID) for Emerging Applications in Traffic Safety · 2016 · Ishak, Sherif et al. · archived
16. Development of collision avoidance for light vehicles : near-crash/crash event data recorders · 2006 · da Silva, Marco P. et al. · archived
17. Investigating Critical Incidents, Driver Restart Period, Sleep Quantity, and Crash Countermeasures in Commercial Vehicle Operations Using Naturalistic Data Collection · 2016 · Blanco, Myra et al. · archived
18. Light Vehicle-Heavy Vehicle Interaction Data Collection and Countermeasure Research Project · 2016 · Hickman, Jeffery S. et al. · archived
19. Results of Event Data Recorders Pre-Crash Duration Study: A Report to Congress · 2022 · NHTSA · archived
20. Analysis of Existing Data: Prospective Views on Methodological Paradigms ↗ · 2012 · Jovanis, Paul P. et al. · indexed
21. Event Data Recorder Duration Study [Appendix to a Report to Congress. Report No. DOT HS 813 082B] · 2022 · Chen, Rong Jackey et al. · archived
22. Modeling 100-car safety events: a case-based approach for analyzing naturalistic driving data: final report ↗ · 2009 · Guo, Feng et al. · indexed
23. Developing a Taxonomy of Human Errors and Violations That Lead to Crashes · 2019 · Khattak, Asad et al. · archived
24. Usage Guidelines of SHRP 2 Naturalistic Driving Study Data for Nevada · 2016 · Xu, Hao et al. · archived
25. Using Naturalistic Driving Data to Assess Vehicle-to-Vehicle Crashes Involving Fleet Drivers · 2015 · AAA Foundation for Traffic Safety · archived
26. 100-car naturalistic study · 2005 · NHTSA · archived
27. A comparison of patterns and contributing factors of ADAS and ADS involved crashes · 2024 · Yan, Song et al. · archived
28. The MUARC-TAC Enhanced Crash Investigation Study: using event data recorders and simulated crash reconstructions in the analysis of crash causation · 2015 · Peiris, Sujanie et al. · archived
29. Application of naturalistic driving data: A systematic review and bibliometric analysis · 2023 · Alam, Md Rakibul et al. · archived
30. Automated Vehicle Crash Rate Comparison Using Naturalistic Data · 2016 · Blanco, Myra et al. · archived
31. THE 100 CAR NATURALISTIC DRIVING STUDY, PHASE I - EXPERIMENTAL DESIGN ↗ · 2002 · Neale, Vicki L. et al. · indexed
32. Causation analysis of crashes and near crashes using naturalistic driving data ↗ · 2022 · Wang, Xuesong et al. · indexed
33. Evaluating the influence of crashes on driving risk using recurrent event models and Naturalistic Driving Study data · 2016 · Chen, Chen et al. · archived
34. Behavior-Based Predictive Safety Analytics Phase II · 2023 · Miller, Andrew et al. · archived
35. SHRP2 naturalistic driving study, phase I summary : State College, Pennsylvania data collection site. · 2013 · Fraser, Janet L. et al. · archived
36. Identifying High-Risk Roadways for Infrastructure Investment Using Naturalistic Driving Data · 2015 · Wolshon, Brian et al. · archived
37. Evaluating the Influence of Crashes on Driving Behavior using Naturalistic Driving Study Data · 2015 · Guo, Feng et al. · archived
38. The Impact of Driver Inattention on Near-Crash/Crash Risk: An Analysis Using the 100-Car Naturalistic Driving Study Data · 2006 · Klauer, S. G. et al. · archived
39. Clustering and Scaling of Naturalistic Forward Collision Warning Events Based on Expert Judgments ↗ · 2014 · Tijerina, Louis et al. · indexed
40. Naturalistic Driving Data Baseline for Automated Driving System-Equipped Commercial Motor Vehicles · 2021 · Krum, Andrew et al. · archived
41. Exploring Naturalistic Driving Data for Distracted Driving Measures · 2017 · Ishak, Sherif S. et al. · archived
42. Automatic Safety Diagnosis in a Connected Vehicle Environment · 2022 · Whalin, Robert W et al. · archived
43. Pilot Study on Improving Crash Data Accuracy in Kentucky through University Collaboration · 2024 · Fields, Michael A. et al. · archived
44. NEAR-MISS DETERMINATION THROUGH USE OF A SCALE OF DANGER ↗ · 1972 · Hayward, J C · indexed
45. Analysis of Target Crashes and ITS/Countermeasure Actions · 1995 · Najm, Wassim G et al. · archived
46. Mining patterns of near-crash events with and without secondary tasks ↗ · 2021 · Das, Subasish · indexed
47. Analysis Of Target Crashes And ITS Countermeasure Actions · 1995 · NHTSA · archived
48. From emotion to safety-critical events: The temporal causal pathways in naturalistic driving ↗ · 2026 · Jiang, B et al. · indexed
49. Methodology of the Large Truck Crash Causation Study · 2005 · Blower, Daniel et al. · archived
50. Synthesis Report: Examination of Target Vehicular Crashes and Potential ITS Countermeasures · 1995 · Najm, Wassim et al. · archived
51. Findings of a large-scale European naturalistic driving study: the i-DREAMS project. ↗ · 2025 · Al Haddad, Christelle et al. · indexed
52. Problem area descriptions : motor vehicle crashes - data analysis and IVI program analysis · 1999 · NHTSA · archived
53. Behavior-based Predictive Safety Analytics – Pilot Study · 2019 · Engström, Johan et al. · archived
54. The Relative Frequency of Unsafe Driving Acts in Serious Traffic Crashes [Final Report] · 2001 · Hendricks, Donald L. et al. · archived
55. Federal Highway Administration Focus Area Data Definitions · 2014 · Satterfield, Cathy et al. · archived
56. The 100-Car Naturalistic Driving Study · 2005 · NHTSA · archived
57. Challenges and recommendations using surrogates for safety impact assessment: correcting misestimations ↗ · 2025 · Bärgman, Jonas et al. · indexed
58. Braking News ↗ · 2012 · Kaplan, Sigal et al. · indexed
59. Naturalistic Driving Study for Understanding Human Error in Major Crash Types in Japan ↗ · 2009 · Uchida, Nobuyuki et al. · indexed
60. Feasibility of Driver Judgment as Basis for a Crash Avoidance Database ↗ · 2002 · Smith, David L. et al. · indexed
61. Ivi Problem Areas Description: Motor Vehicle Crashes - Data Analyses And Ivi Program Emphasis · 1999 · NHTSA · archived
62. Evaluation of Data Needs, Crash Surrogates, and Analysis Methods to Address Lane Departure Research Questions Using Naturalistic Driving Study Data ↗ · 2011 · National Academies of Sciences, Engineering, and Medicine · indexed
63. Large Truck Crash Causation Study: Analytical User's Manual · 2006 · NHTSA · archived
64. Multitasking additional-to-driving: Prevalence, structure, and associated risk in SHRP2 naturalistic driving data · 2020 · Bálint, András et al. · archived
65. Advancing Crash Investigation With Connected and Automated Vehicle Data – Phase 2 · 2023 · Khattak, Asad J. et al. · archived
66. Examination of Crash Contributing Factors Using National Crash Databases · 2003 · Campbell, Brittany N. et al. · archived
67. Safety Enhancement by Detecting Driver Impairment Through Analysis of Real-Time Volatilities [Research Brief] · 2023 · Khattak, Asad J. · archived
68. Improving Roadside Responder Crash Data: Outcomes from an Expert Roundtable Discussion · 2021 · AAA Foundation for Traffic Safety · archived
69. Unlocking Forensics Data for Vehicles Involved in Motor Vehicle Crashes · 2025 · Grasso III, Charles et al. · archived
70. Summary of Projects Funded by the Federal Highway Administration for The National Surface Transportation Safety Center for Excellence from July 2006 to June 2014 · 2016 · Hankey, Jonathan M. et al. · archived
71. Use of Naturalistic Driving Studies for Identification of Vehicle Dynamics · 2021 · Reicherts, Sebastian et al. · archived
72. Using the New SHRP2 Naturalistic Driving Study Safety Databases to Examine Safety Concerns for Older Drivers · 2019 · Knodler, Michael A. et al. · archived
73. Technology and Enhancements to Improve Pre-Crash Safety · 2018 · Ozguner, Umit et al. · archived
74. Critical Reasons for Crashes Investigated in the National Motor Vehicle Crash Causation Survey ↗ · 2015 · Singh, Santokh · indexed
75. Driver Behavior in Forward Collision and Lane Departure Scenarios ↗ · 2016 · Gaspar, John et al. · indexed
76. Guidelines for Evaluating Safety Using Traffic Encounters: Proactive Crash Estimation on Roadways with Conventional and Autonomous Vehicle Scenarios · 2023 · Tarko, Andrew P. et al. · archived
77. Aggregating Case Studies of Vehicle Crashes by Means of Causation Charts: An Evaluation and Revision of the Driving Reliability and Error Analysis Method ↗ · 2008 · Sandin, Jesper · indexed
78. An Approach for the Selection and Description of Elements Used to Define Driving Scenarios – Part II · 2023 · Rao, Sughosh J. et al. · archived
79. Feasibility of Using In-Vehicle Video Data to Explore How to Modify Driver Behavior That Causes Nonrecurring Congestion · 2011 · Katz, Bryan et al. · archived
80. Automated video feature extraction : workshop summary report October 10-11 2012. · 2012 · Morton, Tom · archived
81. An investigation of factors contributing to major crash types in Japan based on naturalistic driving data ↗ · 2010 · Uchida, Nobuyuki et al. · indexed
82. Exploration of the SHRP2 naturalistic driving study data to identify factors related to the selection of freeway ramp design speed. · 2017 · Brewer, Marcus A. et al. · archived
83. COMPARATIVE ASSESSMENT OF CRASH CAUSAL FACTORS AND IVHS COUNTERMEASURES ↗ · 1994 · Najm, W. C. et al. · indexed
84. Exploring the heterogeneous relationship between abnormal driving events and freeways crash risk: A two stage analysis framework integrating causal inference and random parameters logit ↗ · 2026 · Zhou, Mo et al. · indexed
85. Crash Avoidance Performance History (CAPH): Safety Performance Measures for UDOT Regions & Divisions · 2004 · Anderson, Doug et al. · archived
86. The Role Of Driver Inattention In Crashes; New Statistics From The 1995 Crashworthiness Data System · 1996 · NHTSA · archived
87. Predicting Changes in Driving Safety Performance on an Individualized Level Under Naturalistic Driving Conditions · 2019 · Cavuoto, Lora et al. · archived
88. Centric: June-September 1977 · 1977 · NHTSA · archived
89. Driver Distraction in NHTSA Databases · 2010 · Ascone, Debra · archived
90. Investigating the Effects of Driver Factors on Crash Involvement using SHRP2 Naturalistic Driving Study Dataset ↗ · 2022 · Du, Na et al. · indexed
91. Comparative assessment of crash causal factors and IVHS countermeasures · 1994 · Najm, W. C. et al. · archived
92. Semiparametric Bayesian models for evaluating time‐variant driving risk factors using naturalistic driving data and case‐crossover approach ↗ · 2017 · Guo, Feng et al. · indexed
93. Real-world perceptions of emerging event data recorder (EDR) technologies · 2002 · Kowalick, T. M. · archived
94. MIMIC — Multidisciplinary Initiative on Methods to Integrate and Create Realistic Artificial Data · 2023 · Edara, Praveen K. et al. · archived
95. Description of light-vehicle pre-crash scenarios for safety applications based on vehicle-to-vehicle communications · 2013 · Najm, Wassim G. et al. · archived
96. Highway Safety: Research Continues on a Variety of Factors That Contribute to Motor Vehicle Crashes · 2003 · NHTSA · archived
97. Driver performance and behavior in adverse weather conditions : an investigation using the SHRP2 naturalistic driving study data—phase 1. · 2015 · Ahmed, Mohamed M. et al. · archived
98. Analysis of Contributing Factors in Crashes Involving Electric Vehicles and Vehicles with Automated Features · 2025 · Harper, Corey et al. · archived
99. A Naturalistic Driving Study Across the Lifespan. Final Report · 2014 · Stavrinos, Despina et al. · archived
100. Driver Impairment Detection and Safety Enhancement Through Comprehensive Volatility Analysis · 2020 · Khattak, Asad J. et al. · archived
101. IVHS Technologies Applied To Collision Avoidance: Perspectives On Six Target Crash Types & Countermeasures, Technical Paper Presented At Safety & Human Factors Session Of 1993 IVHS America Annual Meeting · 1993 · NHTSA · archived
102. Utilizing various data sources for surface transportation human factors research : workshop summary report, November 6-7, 2013 · 2014 · Romo, Alicia et al. · archived
103. Evaluation of electronic data recorders for incident investigation, driver performance, and vehicle maintenance · 2009 · Sapper, Deborah Buchacz et al. · archived
104. General Estimates System Coding Manual 1995 · 1995 · NHTSA · archived
105. Traffic conflict techniques for road safety analysis: open questions and some insights ↗ · 2014 · Zheng, Lai et al. · indexed
106. Exploring Crowdsourced Hard—Acceleration and Braking Event Data for Evaluating Safety Performance of Low-Volume Rural Highways in Iowa · 2023 · Mahmud, Shoaib et al. · archived
107. Driver Impairment Detection & Safety Enhancement Through Comprehensive Volatility Analysis [Slides] · 2021 · Khattak, Asad J. et al. · archived
108. Modeling Naturalistic Driving Environment with High-Resolution Trajectory Data · 2023 · Feng, Shuo et al. · archived
109. Naturalistic Driving Study: Field Data Collection ↗ · 2014 · Blatt, Alan et al. · indexed
110. Comparison of automated vehicle struck-from-behind crash rates with national rates using naturalistic data · 2021 · Goodall, Noah J. · archived
111. Identifying High Crash Risk Highway Segments Using Jerk-Cluster Analysis ↗ · 2019 · Mousavi, Seyedeh Maryam et al. · indexed
112. Real-time driving risk assessment using deep learning with XGBoost ↗ · 2022 · Shi, Liang et al. · indexed
113. Using Video Analytics to Automatically Annotate Driver Behavior and Context in Naturalistic Driving Data · 2024 · Sarkar, Abhijit et al. · archived
114. Reliable Method for Driving Events Recognition ↗ · 2005 · Mitrovic, D. · indexed
115. From traffic conflict simulation to traffic crash simulation: introducing traffic safety indicators based on the explicit simulation of potential driver errors · 2018 · Astarita, Vittorio et al. · archived
116. Problem Definition for Pre-Crash Sensing Advanced Restraints · 2009 · Eigen, Ana Maria et al. · archived
117. A Multivariate Analysis of Crash and Naturalistic Driving Data in Relation to Highway Factors ↗ · 2013 · Gordon, Timothy et al. · indexed
118. Driver behavior in traffic. · 2012 · Abbas, Montasir et al. · archived
119. Deep InSight: A Driver-State Estimation Platform for Processing Naturalistic Driving Data · 2024 · Sharma, Anuj et al. · archived
120. Prelliminary evaluation of advanced air bag field performance using event data recorders · 2008 · Gabler, H. Clay et al. · archived
121. National automotive sampling system (NASS) general estimates system (GES) : analytical user's manual, 1988-2000 · 2001 · NHTSA · archived
122. Advanced Crash Avoidance Technologies (ACAT) Program - Final Report of the Volvo-Ford-UMTRI Project: Safety Impact Methodology for Lane Departure Warning - Method Development and Estimation of Benefits · 2010 · Gordon, T. et al. · archived
123. A conflict-based approach for real-time road safety analysis: Comparative evaluation with crash-based models · 2021 · Orsini, Federico et al. · archived
124. Run-Off-Road Collision Avoidance Countermeasures Using IVHS Countermeasures, Task 1, Volume 1: Technical Findings, Final Report · 1994 · NHTSA · archived
125. Reducing fatalities and severe injuries on Florida’s high-speed multi-lane arterial corridors : part II, analysis of the crash level data, final report, April 2009 · 2009 · Abdel-Aty, Mohamed et al. · archived
126. Safety Impact Assessment of New York City Connected Vehicle Pilot Safety Applications · 2022 · Lam, Andy et al. · archived
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128. Safety impact of an integrated crash warning system based on field test data. · 2011 · Nodine, Emily E. et al. · archived
129. Assessing the Effectiveness of the Wyoming Connected Vehicle Pilot Program: New Traffic Safety Research Perspectives · 2022 · Ahmed, Mohamed M. et al. · archived
130. Harnessing ambient sensing & naturalistic driving systems to understand links between driving volatility and crash propensity in school zones – A generalized hierarchical mixed logit framework · 2020 · Wali, Behram et al. · archived
131. Accident Research Manual · 1980 · Council, Forrest M. et al. · archived
132. Enhancing Connecticut’s Crash Data Collection for Serious Injury and Fatal Motor Vehicle Collisions · 2018 · Jackson, Eric D. et al. · archived
133. National automotive sampling system (NASS) general estimates system (GES) : analytical user's manual, 1988-1999 · 2002 · NHTSA · archived
134. Evaluating Harsh Braking Events as a Surrogate Measure of Crash Risk Using Connected-Vehicle Telematics ↗ · 2026 · Hossain, Md Tufajjal et al. · indexed
135. Simulation of driver, vehicle and environmental aspects of crash initiation, a new method to improve integrated safety effectiveness ↗ · 2003 · Wood, R.L. et al. · indexed
136. A novel approach to set driving simulator experiments based on traffic crash data ↗ · 2020 · Bobermin, Mariane Paula et al. · indexed
137. Road Safety in Brief · 2019 · Granà, Anna · archived
138. Motorcycle Crash Causes and Outcomes: Pilot Study · 2010 · NHTSA · archived
139. National Automotive Sampling System (NASS) General Estimates System (GES) : analytical user's manual, 1988-1997 · 2000 · NHTSA · archived
140. Multidisciplinary Accident Investigation, Single Vehicle Accident Study. Volume II. Technical Report · 1977 · Kurucz, Charles, 1940- et al. · archived
141. Linking Oregon Driver Records and Crash Data to Evaluate Interventions and Mitigate Driver Risk · 2026 · Hurwitz, David et al. · archived
142. Safety-Critical Learning for Long-Tail Events: The TUM Traffic Accident Dataset · 2025 · Zimmer, Walter et al. · archived
143. Distraction in Commercial Trucks and Buses: Assessing Prevalence and Risk in Conjunction with Crashes and Near-Crashes [Tech Brief] · 2010 · NHTSA · archived
144. Analysis of SHRP2 Data to Understand Normal and Abnormal Driving Behavior in Work Zones · 2019 · Flannagan, Carol A. et al. · archived
145. Revised Estimates Of The U.S. Drowsy Driver Crash Problem Size Based On General Estimates System Case Reviews · 1995 · NHTSA · archived
146. Reasoning-Based Framework for Driving Safety Monitoring Using Driving Event Recognition ↗ · 2013 · Wu, Bing-Fei et al. · indexed
147. An examination of driver distraction as recorded in NHTSA databases · 2009 · Ascone, Debra et al. · archived
148. Naturalistic Driving Data Baseline for Automated Driving System-Equipped Commercial Motor Vehicles [Technology Brief] · 2021 · NHTSA · archived
149. Real-World Use of Automated Driving Systems and their Safety Consequences: A Naturalistic Driving Data Analysis · 2020 · Kim, Hyungil et al. · archived
150. An Investigation of the Factors Surrounding Crashes and Near — Crashes of ADAS-Equipped Vehicles · 2025 · Reyes, Michelle L. et al. · archived
151. Expected effects of accident data recording technology evolution on the identification of accident causes and liability · 2023 · Vida, Gábor et al. · archived
152. The Development of Crash Modification Factors: Highway Safety Statistical Paper Synthesis · 2020 · Donnell, Eric T. et al. · archived
153. Driver crash risk factors and prevalence evaluation using naturalistic driving data ↗ · 2016 · Dingus, Thomas A. et al. · indexed
154. Detecting High-Risk Accident Locations ↗ · 2018 · Washington, Simon et al. · indexed
155. Using Naturalistic Data to Develop Simulator Scenarios · 2017 · Gaspar, John et al. · archived
156. NADS versus CAMP Closed-Course Comparison Examining “Last-Second” Braking and Steering Maneuvers under Various Kinematic Conditions · 2005 · Curry, R. C. et al. · archived
157. Crash Risk of Cell Phone Use While Driving: A Case-Crossover Analysis of Naturalistic Driving Data · 2018 · AAA Foundation for Traffic Safety · archived
158. Traffic Safety Risks Trends and Patterns Analysis on Motorways ↗ · 2014 · Hamzehei, Asso et al. · indexed
159. Effect of daily car-following behaviors on urban roadway rear-end crashes and near-crashes: A naturalistic driving study ↗ · 2021 · Wang, Xuesong et al. · indexed
160. Multidisciplinary Initiative to Create and Integrate Realistic Artificial Datasets · 2023 · Edara, Praveen K. et al. · archived
161. Driver behaviour in unexpected critical events and in repeated exposures – a comparison · 2013 · Benderius, Ola et al. · archived
162. S-HAL : safety handbook for locals. · 2014 · NHTSA · archived
163. Assessment of Variation in Driving Distraction Risk by Age, Gender, and Driving Area using SHRP 2 Naturalistic Driving Study ↗ · 2017 · Pérez, Miguel A. et al. · indexed
164. Driving with Influence: Exploring Crash Factors of Automated Systems in Different Roadway Contexts ↗ · 2026 · Astle, W. Abram et al. · indexed
165. Using Naturalistic Driving Data to Develop a Typology of Speeding Episodes ↗ · 2017 · Richard, Christian M. et al. · indexed
166. Third Annual Report of the Crash Avoidance Metrics Partnership, April 2003 – March 2004 · 2005 · Deering, Richard K. et al. · archived
167. Development of a Speeding-Related Crash Typology · 2010 · Council, Forrest M. et al. · archived
168. Crash Warning Interface Metrics: Final Report · 2011 · Lerner, Neil et al. · archived
169. Exploring naturalistic driving data for distracted driving measures : [research project capsule]. · 2015 · Ishak, Sherif · archived
170. Investigating Relationship Between Driving Patterns and Traffic Safety Using Smartphones Based Mobile Sensor Data · 2016 · Sahin, Olcay et al. · archived
171. Frequency of target crashes for IntelliDrive safety systems · 2010 · Najm, Wassim G et al. · archived
172. Evaluation of the Mack Intelligent Vehicle Field Operational Test: September 2006 · 2006 · NHTSA · archived
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174. Classification of Level 2 Driving Events Observed on Public Roads · 2021 · Rao, Sughosh J. et al. · archived
175. Analysis of light vehicle crashes and pre-crash scenarios based on the 2000 General Estimates System · 2003 · Najm, W G et al. · archived
176. Using SHRP2-Nds Data to Investigate Freeway Operations, Human Factors, and Safety: Final Report · 2018 · Avelar, Raul Eduardo et al. · archived
177. Advancing the Behavioral Safety Analytic Tools Capabilities of the Connecticut Department of Transportation · 2021 · Wang, Kai et al. · archived
178. The study design of UDRIVE: the naturalistic driving study across Europe for cars, trucks and scooters · 2016 · Barnard, Yvonne et al. · archived
179. Arizona Local Government Safety Project Analysis Model · 2001 · Carey, Jason · archived
180. Crash Risk of Cell Phone Use While Driving: Case-Crossover Study of SHRP 2 Naturalistic Driving Data · 2018 · Owens, Justin M. et al. · archived
181. The 100-Car Naturalistic Driving Study: A Descriptive Analysis of Light Vehicle-Heavy Vehicle Interactions from the Light Vehicle Driver's Perspective · 2006 · Hanowski, R. J. et al. · archived
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183. Exploratory Analysis of Automated Vehicle Crashes Using an NLP Pipeline ↗ · 2023 · Jayaraman, Suresh Kumaar et al. · indexed
184. Prevalence of Drowsy Driving Crashes: Estimates from a Large-Scale Naturalistic Driving Study · 2018 · AAA Foundation for Traffic Safety · archived
185. Observed and unobserved correlation between crash avoidance manoeuvers and crash severity ↗ · 2015 · Kaplan, Sigal et al. · indexed
186. Field Study of Light-Vehicle Crash Avoidance Systems: Automatic Emergency Braking and Dynamic Brake Support · 2018 · Flannagan, Carol A. et al. · archived
187. Automated Analysis of Pedestrian–Vehicle Conflicts Using Video Data ↗ · 2009 · Ismail, Karim et al. · indexed
188. AI-based framework for automatically extracting high-low features from NDS data to understand driver behavior ↗ · 2023 · Aboah, Armstrong · indexed
189. Performance Assessment of an Onboard Monitoring System for Commercial Motor Vehicle Drivers: A Field Operational Test · 2016 · Boyle, Linda Ng et al. · archived
190. Safety of Mixed Traffic · 2025 · Huang, Chunxi et al. · archived
191. An Assessment of Commercial Motor Vehicle Driver Distraction Using Naturalistic Driving Data ↗ · 2012 · Hickman, Jeffrey S. et al. · indexed
192. Use of Drivers’ Jerk Profiles in Computer Vision–Based Traffic Safety Evaluations ↗ · 2014 · Zaki, Mohamed H. et al. · indexed
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194. An Approach for the Selection and Description of Elements Used to Define Driving Scenarios · 2021 · Rao, Sughosh J. et al. · archived
195. Australia's naturalistic driving study ↗ · 2015 · Grzebieta, Raphael · indexed
196. Safety Data Management and Analysis: Addressing the Continuing Education Needs for the Pacific Northwest (Phase 2) · 2018 · Chang, Kevin et al. · archived
197. Innovative modeling of naturalistic driving data: Inference and prediction ↗ · 2017 · Albert, Paul S. · indexed
198. Do Elevated Gravitational-Force Events While Driving Predict Crashes and Near Crashes? ↗ · 2012 · Bruce G. Simons‐Morton et al. · indexed
199. Segment level safety analysis using lane-changing behavior and driving volatility features from connected vehicle trajectories · 2025 · Han, Lei et al. · archived
200. Assessing Safety on Dutch Freeways with Data from Infrastructure-Based Intelligent Transportation Systems ↗ · 2008 · Abdel-Aty, Mohamed et al. · indexed
201. Impact of Primary Incident Spatiotemporal Influence Thresholds on the Detection of Secondary Crashes ↗ · 2019 · Kitali, Angela E. et al. · indexed
202. Potential Uses of Reduced Datasets from the Roadway Information Database: A White Paper · 2019 · Porter, Richard J. et al. · archived
203. Validating the representativeness assumption of the quasi-induced exposure method using a national representative field observation survey ↗ · 2021 · Shen, Sijun et al. · indexed
204. Exploratory Advanced Research Program : Video Analytics Research Projects · 2015 · NHTSA · archived
205. Virtual Road Safety Audits: Recommended Procedures for Using Driving Simulation and Technology to Expand Existing Practices · 2018 · Noyce, David A. (David Alan), 1961- et al. · archived
206. Live stop-controlled intersection data collection. · 2007 · Doerzaph, Zachary R et al. · archived
207. Highway Construction Work Zone Safety Performance and Improvement in Louisiana · 2019 · Schneider, Helmut et al. · archived
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209. Driver Performance and Behavior in Adverse Weather Conditions: An Investigation Using the SHRP2 Naturalistic Driving Study Data—Phase 2 · 2018 · Ahmed, Mohamed et al. · archived
210. Detection of Risky Driving Behaviors in the Naturalistic Environment in Healthy Older Adults and Mild Alzheimer’s Disease · 2018 · Davis, Jennifer et al. · archived
211. Roadway safety analysis methodology for Utah : final report. · 2016 · Schultz, Grant G. et al. · archived
212. Enhancing Highway Safety: Accident Detection on the A9 Test Stretch Using Roadside Sensors · 2025 · Zimmer, Walter et al. · archived
213. Impacts of Connected Vehicle Technology on Automated Vehicle Safety · 2022 · Herbers, Eileen et al. · archived
214. Analysis of SHRP2 Speeding Data: Methods Used to Conduct the Research · 2020 · Brown, James L. et al. · archived
215. Using Naturalistic Driving Performance Data to Develop an Empirically Defined Model of Distracted Driving · 2016 · Bingham, C. Raymond et al. · archived
216. Human factors study of driver assistance systems to reduce lane departures and side collision accidents. · 2008 · Johnson, Steven L. · archived
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218. Evaluation of Older Driver Fitness-to-Drive Metrics and Driving Risk Using Naturalistic Driving Study Data · 2014 · Guo, Feng et al. · archived
219. A comprehensive examination of naturalistic lane-changes · 2004 · Lee, Suzanne E. et al. · archived
220. Characteristics of Rear-End Collisions: A Comparison between Automated Driving System-Involved Crashes · 2024 · Huang, Chunxi et al. · archived
221. AI and Decision Support Systems for Crash Preventability PAR Processing · 2024 · Miller, Andrew et al. · archived
222. Comparison of identification and ranking methodologies for speed-related crash locations. · 2006 · Monsere, Christopher M. et al. · archived
223. Application of text mining techniques to identify actual wrong-way driving (WWD) crashes in police reports ↗ · 2022 · Das, Subasish · indexed
224. Driver Inattention: A Contributing Factor to Crashes and Near-Crashes ↗ · 2005 · Klauer, Sheila G. et al. · indexed
225. MIT Advanced Vehicle Technology Study: Large-Scale Naturalistic Driving Study of Driver Behavior and Interaction With Automation · 2019 · Fridman, Lex et al. · archived
226. Safety analysis of passing maneuvers using extreme value theory ↗ · 2017 · Farah, Haneen et al. · indexed
227. Construction Work Zone Safety: Spatio-Temporal Analysis of Construction Work Zone Crashes · 2024 · Mashhadi, Ali Hassandokht et al. · archived
228. An Examination of Fault, Unsafe Driving Acts, and Total Harm in Car-Truck Collisions · 2004 · NHTSA · archived
229. Crash Avoidance Technology Evaluation Using Real-World Crash Data · 2020 · Flannagan, Carol A. et al. · archived
230. Problems, solutions and recommendations for implementing CODES (Crash Outcome Data Evaluation System) · 2001 · NHTSA · archived
231. Surrogate Safety Assessment Model and Validation: Final Report · 2008 · Gettman, Douglas{31309} et al. · archived
232. Safety and Operational Assessment of Gap Acceptance Through Large-Scale Field Evaluation ↗ · 2023 · Tupper, Steven Maxwell · indexed
233. Federal Motor Carrier Safety Administration's Advanced System Testing Utilizing a Data Acquisition System on the Highways (FAST DASH) Safety Technology Evaluation Project #2: Driver Monitoring Final Report · 2016 · Krum, Andrew et al. · archived
234. Road Hazard Stimuli: Annotated naturalistic road videos for studying hazard detection and scene perception · 2023 · Song, Jiali et al. · archived
235. The Prevalence of Motor Vehicle Crashes Involving Road Debris, United States, 2011-2014 · 2016 · AAA Foundation for Traffic Safety · archived
236. In search of surrogate safety indicators for vulnerable road users: a review of surrogate safety indicators ↗ · 2018 · Johnsson, Carl et al. · indexed
237. Crash Risk Estimation Due to Lane Changing: A Data-Driven Approach Using Naturalistic Data ↗ · 2020 · Mahajan, Vishal et al. · indexed
238. Identification of Human Driver Critical Behaviors and Related Reliability Evaluation in Real Time · 2022 · He, Chao et al. · archived
239. Safety Impact Assessment of THEA Connected Vehicle Pilot Safety Applications · 2022 · Lam, Andy et al. · archived
240. Identification of Human Driver Critical Behaviors and Related Reliability Evaluation in Real Time · 2022 · He, Chao et al. · archived
241. Behavior-based Predictive Safety Analytics - Pilot Study [supporting datasets] · 2018 · Engström, Johan et al. · archived
242. Estimation of Safety Benefits for Heavy-Vehicle Crash Warning Applications Based on Vehicle-to-Vehicle Communications · 2017 · Guglielmi, John et al. · archived
243. A Framework for Validating Traffic Simulation Models at the Vehicle Trajectory Level · 2017 · Xyntarakis, Michalis et al. · archived
244. A Proactive Approach to Evaluating Intersection Safety Using Hard-Braking Data · 2021 · Hunter, Margaret et al. · archived
245. Crash Studies of Driver Distraction ↗ · 2008 · Gordon, Craig · indexed
246. Integrating Human Behavior Toward the Development of Safer Cooperative Automated Transportation: Implementation of SHRP2 Naturalistic Driving Study · 2023 · Ahmed, Mohamed et al. · archived
247. Passenger vehicle crashes into stationary large trucks : incidence and possible countermeasures. · 2003 · Roberts, Gary L et al. · archived
248. Horizontal Curve Safety Performance Evaluation Based on the Naturalistic Driving Study Lane Position Data · 2024 · Claros, Boris et al. · archived
249. In-Vehicle Glance Duration ↗ · 2007 · Horrey, William J. et al. · indexed
250. Safety performance measures: a comparison between microsimulation and observational data ↗ · 2011 · Guido, Giuseppe et al. · indexed
251. A Review of Near-Collision Driver Behavior Models · 2012 · Markkula, Gustav et al. · archived
252. Onboard Monitoring and Reporting for Commercial Motor Vehicle Safety Final Report · 2008 · NHTSA · archived
253. Tool to Evaluate Safety Effects of Changes in Freeway Traffic Flow ↗ · 2004 · Golob, Thomas F. et al. · indexed
254. Intelligent Driving Intelligence Test for Autonomous Vehicles with Naturalistic and Adversarial Environment · 2021 · Feng, Shuo et al. · archived
255. USRAP Pilot Program Phase II · 2008 · AAA Foundation for Traffic Safety · archived
256. An Evaluation of the Use of Odds Ratios to Estimate the Association between Mobile Phone Use and Safety Critical Driving Events · 2022 · Reed, Nick et al. · archived
257. Demonstration of innovative techniques for work zone safety data analysis · 2009 · Duffy, S. et al. · archived
258. Development of Safety Screening Tool for High Risk Rural Roads in South Dakota · 2011 · Qin, X. et al. · archived
259. Safety on the Italian Highways: Impacts of the Highway Chauffeur System · 2019 · Agriesti, Serio et al. · archived
260. Estimating Motor Carrier Management Information System Crash File Underreporting from Carrier Records · 2017 · Blower, Daniel · archived
261. Split Models for Predicting Multivehicle Crashes During High-Speed and Low-Speed Operating Conditions on Freeways ↗ · 2005 · Mohamed Abdel‐Aty et al. · indexed
262. Investigating the Interrelationships among Factors Associated with Automated Vehicle Crashes Using Analytic Hierarchy Process · 2025 · Huang, Chunxi et al. · archived
263. A Literature Review of Performance Metrics of Automated Driving Systems for On-Road Vehicles · 2021 · Sharath, Mysore Narasimhamurthy et al. · archived
264. Towards the Validation of a Driving Simulator-Based Hazard Response Test for Novice Drivers · 2015 · Hirsch, Pierro et al. · archived
265. Traffic conflicts for road user safety studies ↗ · 1994 · Brow, Gerald R. · indexed
266. Big Data Visualization and Spatiotemporal Modeling of Risky Driving · 2020 · Jahangiri, Arash et al. · archived
267. Are deceleration numbers a suitable index for road safety? ↗ · 2018 · Ahmadinejad, Mahmoud et al. · indexed
268. The Crash Outcome Data Evaluation System (CODES) · 1996 · Johnson, Sandra W. et al. · archived
269. Multiple-Model Framework for Assessment of Real-Time Crash Risk ↗ · 2007 · Pande, Anurag et al. · indexed
270. Error analysis and in-depth accident studies ↗ · 1990 · Malaterre, G · indexed
271. Methodologies For Evaluating The Impact On Safety Of Intelligent Vehicle Highway Systems · 1994 · NHTSA · archived
272. Bioinjury Implications of Pre-crash Safety Modeling and Intervention Investigators · 2018 · Bolte, John et al. · archived
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274. TravTek Evaluation Safety Study · 1996 · Perez, William A. et al. · archived
275. Revised catalog of types of CODES applications implemented using linked state data : crash outcome data evaluation system (CODES) · 2000 · NHTSA · archived
276. Detecting Early-Stage Dementia Using Naturalistic Driving · 2023 · Wotring, Brian M et al. · archived
277. IVHS TECHNOLOGIES APPLIED TO COLLISION AVOIDANCE: PERSPECTIVES ON SIX TARGET CRASH TYPES AND COUNTERMEASURES ↗ · 1993 · Knipling, R R · indexed
278. Older driver fitness-to-drive evaluation using naturalistic driving data · 2015 · Guo, Feng et al. · archived
279. A review of best practices, standards, and approaches for transportation safety data and driver state prediction ↗ · 2023 · Nartey, David et al. · indexed
280. Evaluation of car-pedestrian incident data conversion technique in near-miss incident database to use driving simulator scenarios · 2016 · Tsutsumi, Shigeyoshi et al. · archived
281. Enhancing Crash Data Reporting to Highway Safety Partners in Wyoming by Utilizing Big Data Analysis and Survey Techniques · 2022 · Farid, Ahmed et al. · archived
282. Improvement of Fatal Crash Analysis and Follow-Up · 2018 · Staats, William Nicholas et al. · archived
283. A Review of Surrogate Safety Measures Uses in Historical Crash Investigations ↗ · 2023 · Nikolaou, Dimitrios et al. · indexed
284. Learning salient representation of crashes and near-crashes using supervised contrastive variational autoencoder ↗ · 2025 · Jiang, Boyu et al. · indexed
285. A Note on Tesla's Revised Safety Report Crash Rates · 2023 · Goodall, Noah · archived
286. Road Data Aggregation and Sectioning Considerations for Crash Analysis ↗ · 2009 · Koorey, Glen · indexed
287. Pilot Study of Instrumentation to Collect Behavioral Data to Identify On-Road Rider Behaviors · 2011 · McLaughlin, Shane B. et al. · archived
288. A study on traffic accidents involving pedestrians facing the backward by using driving simulator and near-miss incident database · 2017 · TSUTSUMI, Shigeyoshi et al. · archived
289. Driver Performance and Behavior in Adverse Weather Conditions: Microsimulation and Variable Speed Limit Implementation of the SHRP2 Naturalistic Driving Study Results - Phase 3 · 2021 · Ahmed, Mohamed et al. · archived
290. Clustering Approach toward Large Truck Crash Analysis ↗ · 2019 · Rahimi, Alireza et al. · indexed
291. Report to Congress on the National Highway Traffic Safety Administration ITS Program : program progress during 1992-1996 and strategic plan for 1997-2002 · 1997 · NHTSA · archived
292. Development of an Interdisciplinary Simulation Environment for Traffic Safety Modeling ↗ · 2014 · McNamara, Margaret · indexed
293. Speeches by National Highway Safety Bureau Deputy Director Robert Brenner: 1967 · 1967 · Brenner, Robert · archived
294. Traffic safety measures using multiple streams real time data : final report · 2017 · Jafari, Mohsen · archived
295. Severity Analysis of Crashes on Multilane Arterials Using Conditional Inference Forests ↗ · 2009 · Das, Abhishek et al. · indexed
296. Development of Incident Management Performance Measures Database and Supporting Training Material · 2025 · Overall, Myles W. et al. · archived
297. Integrated vehicle-based safety systems (IVBSS) : heavy truck platform field operational test data analysis plan. · 2009 · Sayer, James R. et al. · archived
298. Differences in Near-Crash Risk by Types of Distraction: A Comparison of Trends between Freeways and Two-Lane Highways using Naturalistic Driving Data ↗ · 2022 · Bamney, Anshu et al. · indexed
299. Effective and Fair Identification of Hazardous Locations ↗ · 2004 · Tarko, Andrew P. et al. · indexed
300. Evaluating the Safety Benefits of a Low-Cost Driving Behavior Management System in Commercial Vehicle Operations · 2010 · NHTSA · archived
301. Verification and Calibration of Microscopic Traffic Simulation Using Driver Behavior and Car-Following Metrics for Freeway Segments · 2024 · Medina, Juan C. et al. · archived
302. Empirical Research for Mixed Traffic Research · 2025 · He, Dengbo et al. · archived
303. Driver Behavior Extraction from Videos in Naturalistic Driving Datasets with 3D ConvNets · 2022 · Miao, Hanwen et al. · archived
304. A method for analysing the traffic process in a safety perspective ↗ · 1998 · Svensson, Åse · indexed
305. Holistically Identifying Road Complexity and Relating It to Fatal Crashes · 2025 · Wang, Meng et al. · archived
306. Integrated Vehicle-Based Safety Systems Heavy-Truck Field Operational Test Independent Evaluation · 2011 · Nodine, Emily et al. · archived
307. Predicting Freeway Crashes from Loop Detector Data by Matched Case-Control Logistic Regression ↗ · 2004 · Abdel-Aty, Mohamed et al. · indexed
308. Pedestrian and Bicycle Crash Analysis Tool (PBCAT): Version 2.0 Application Manual · 2006 · Harkey, David L. et al. · archived
309. THE ROLE OF MEDICAL CONDITIONS IN HIGH-SPEED CRASHES ↗ · 1993 · Dischinger, Patricia C. et al. · indexed
310. A Comprehensive Examination of Naturalistic Lane-Changes ↗ · 2004 · Lee, Suzanne E. et al. · indexed
311. Large‐scale road safety evaluation using extreme value theory · 2020 · Orsini, Federico et al. · archived
312. Evaluating Crash Avoidance Countermeasures Using Data from FMCSA/NHTSA's Large Truck Crash Causation Study ↗ · 2009 · Kingsley, Kristin · indexed
313. Ascertainment of On-Road Safety Errors Based on Video Review · 2009 · Dawson, Jeffrey D et al. · archived
314. Evaluation of Work Zone Mobility by Utilizing Naturalistic Driving Study Data · 2019 · Zhou, Huaguo Hugo et al. · archived
315. Towards Vision Zero: The Accid3nD Dataset ↗ · 2025 · Zimmer, Walter et al. · indexed
316. Utilising disturbance metrics in traffic safety estimation ↗ · 2023 · Azizi, Leila et al. · indexed
317. DeepScenario: City Scale Scenario Generation for Automated Driving System Testing & Evaluation · 2023 · Liu, Henry et al. · archived
318. NHTSA's National Advanced Driving Simulator Research Program ↗ · 2005 · Garrott, W. Riley et al. · indexed
319. Evaluation of Driver Behavior at Railroad-Highway Grade Crossings Using Naturalistic Driving Study Data · 2021 · Lautala, Pasi Tapio et al. · archived
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322. Applying Mambaattention, Tabpfn, and Tabtransformers to Classify Sae Automation Levels in Crashes · 2025 · Das, Subasish et al. · archived
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327. Proactive assessment of road curve safety using floating car data: An exploratory study · 2019 · Ambros, Jiří et al. · archived
328. Realistic Artificial Datasets: Objective Evaluation of Data-Driven Safety Analysis Models · 2020 · NHTSA · archived
329. Individual Driver’s Undesirable Driving Events—A Temporal Analysis ↗ · 2011 · Musicant, Oren et al. · indexed
330. Highway safety performance metrics and emergency response in an advanced transportation environment : final report. · 2016 · Majka, Kevin · archived
331. Self-Organized Neural Network Method to Identify Crash Hotspots ↗ · 2023 · Karimi, Esmaiel et al. · indexed
332. Criticality Metrics for Automated Driving: A Review and Suitability Analysis of the State of the Art · 2022 · Westhofen, Lukas et al. · archived
333. Bayesian criterion‐based assessments of recurrent event models with applications to commercial truck driver behavior studies ↗ · 2022 · Zhang, Yiming et al. · indexed
334. Applying Bayesian data mining to measure the effect of vehicular defects on crash severity · 2019 · Das, Subasish et al. · archived
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336. Discovering Indirect Associations in Crash Data through Probe Attributes ↗ · 2008 · Pande, Anurag et al. · indexed
337. Developing speed‐related safety performance indicators from floating car data · 2022 · Ambros, Jiří et al. · archived
338. The role of driver inattention in crashes: New statistics from the 1995 Crashworthiness Data System ↗ · 1996 · Wang, Jing-Shiarn et al. · indexed
339. A Framework to Enhance the Transferability of the SHRP2 Naturalistic Driving Study by Considering Heterogeneity of Driver Behavior Using Spatial-Temporal Factors in a Trajectory Level ↗ · 2018 · Ghasemzadeh, Ali et al. · indexed
340. Safety impacts of reduced visibility in inclement weather. · 2017 · Das, Subasish et al. · archived
341. Extremely serious crashes on urban roadway networks: Patterns and trends · 2020 · Das, Subasish et al. · archived
342. State of the Practice of Crash Reporting in the U.S. and Implications for CAV Safety Assessment · 2024 · Acharya, Sailesh et al. · archived
343. GIS-based method for detecting high-crash-risk road segments using network kernel density estimation ↗ · 2013 · Mohaymany, Afshin Shariat et al. · indexed
344. Evaluation of Not-At-Fault Assumption in Quasi-Induced Exposure Method using Traffic Crash Data at Varied Geographical Levels ↗ · 2019 · Zhao, Shanshan et al. · indexed
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348. Factors Contributing to South Dakota Crash and Fatality Rates · 2005 · Drake, Maria L et al. · archived
349. Classification of Level 2 Driving Automation Events Observed on Public Roads – Part 2 · 2021 · Snyder, Andrew C. et al. · archived
350. Identification of Secondary Crash Risk Factors using Penalized Logistic Regression Model ↗ · 2019 · Kitali, Angela E. et al. · indexed
351. Onboard Safety Systems Effectiveness Evaluation Final Report · 2013 · Hickman, Jeffrey S. et al. · archived
352. Data-Mining Techniques for Exploratory Analysis of Pedestrian Crashes ↗ · 2011 · Montella, Alfonso et al. · indexed
353. Advanced Driver Assistance System-Equipped Vehicle Datasets Collected in Central Ohio: Final Report · 2024 · Seitz, Timothy et al. · archived
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355. Learning about crash causation from countermeasure evaluation: The example of the Queensland minimum passing distance rule ↗ · 2023 · Haworth, Narelle · indexed
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361. Vehicle Consumer Complaint Reports Involving Severe Incidents: Mining Large Contingency Tables · 2018 · Das, Subasish et al. · archived
362. Near miss road traffic accidents and associated factors among truck drivers in Gamo zone, southern Ethiopia by using a contributory factors interaction model · 2024 · Bekelcho, Tariku et al. · archived
363. Reliability of Self-Reported Road Crash and Violation Data of Professional Drivers: The Case of Qatar · 2024 · Arshi, Abubeker Nemo et al. · archived
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370. Evaluation of Postencroachment Time as Surrogate for Opposing Left-Turn Crashes ↗ · 2013 · Peesapati, Lakshmi N. et al. · indexed
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376. Analysis of Ground Ambulance Crash Data From 2012 to 2018 · 2023 · Graham, Lindsey A. et al. · archived
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380. Accident investigations for active safety at CHALMERS – new demands require new methodologies ↗ · 2007 · Ljung, Mikael et al. · indexed
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394. Impact of Wind Turbine Distraction on Crash Severity: Assessment and Prediction Study · 2025 · Alhomaidat, Fadi et al. · archived
395. Strategies to Mitigate Wrong-way Driving Incidents on Arterials · 2019 · Alluri, Priyanka et al. · archived
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397. Uncovering Variability in Human Driving Behavior Through Automatic Extraction of Similar Traffic Scenes from Large Naturalistic Datasets · 2023 · Abbink, David A. · archived
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399. Factors influencing the patterns of wrong-way driving crashes on freeway exit ramps and median crossovers: Exploration using ‘Eclat’ association rules to promote safety · 2018 · Das, Subasish et al. · archived
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401. Uncovering variability in human driving behavior through automatic extraction of similar traffic scenes from large naturalistic datasets · 2022 · Abbink, David A. · archived
402. Data Necessary to Develop a Sentinel Surveillance System for Drug Use by Drivers in Crashes: A Review of the Existing Landscape · 2019 · AAA Foundation for Traffic Safety · archived
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411. Effects of developing data recording technologies on the reliability of accident reconstruction and liability determination · 2025 · Vida, Gábor et al. · archived
412. Use of Fatal Real-Life Crashes to Analyze a Safe Road Transport System Model, Including the Road User, the Vehicle, and the Road ↗ · 2008 · Stigson, Helena et al. · indexed
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418. Design of Simulator Scenarios to Study Effectiveness of Electronic Stability Control Systems ↗ · 2006 · Watson, Ginger et al. · indexed
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423. Enhancing Safe Traffic Operations Using Connected Vehicles Data and Technologies · 2017 · Li, Zhibin et al. · archived
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425. A Data-Driven Approach to Implementing Wrong-Way Driving Countermeasures · 2018 · Alluri, Priyanka et al. · archived
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448. Predicting Road Crash Severity Using Classifier Models and Crash Hotspots ↗ · 2022 · Islam, Md. Kamrul et al. · indexed
449. Framework for Highway Traffic Profiling Using Connected Vehicle Data · 2022 · Zhong, Zijia et al. · archived
450. Vision-Based Traffic Conflict Detection of Signalized Intersections · 2018 · Sharma, Anuj · archived
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452. Driving Performance, Alignment Consistency, and Road Safety ↗ · 2009 · Cafiso, Salvatore et al. · indexed
453. Identifying Locations with Potential for Accident Reductions: Use of Direct Diagnostics and Pattern Recognition Methodologies ↗ · 2002 · Kononov, Jake · indexed
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455. Crashworthy systems: a paradigm shift in road safety design ↗ · 1999 · Rechnitzer, George et al. · indexed
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458. DEMONSTRATION OF NEW APPROACHES FOR IDENTIFYING HAZARDOUS LOCATIONS AND PRIORITIZING SAFETY TREATMENT ↗ · 1998 · Persaud, Bhagwant et al. · indexed
459. Limited Analysis of the Wyoming Department of Transportation Connected Vehicle Pilot Safety Applications · 2022 · Chupp, William et al. · archived
460. Development of a highway driving events identification and classification using smartphone ↗ · 2020 · Din, Munaf Salim Najim Al et al. · indexed
461. Consumer Complaints and Traffic Fatalities: Insights from the NHTSA Vehicle Owner’s Complaint Database ↗ · 2012 · Ghazizadeh, Mahtab et al. · indexed
462. It's All in the Timing: Using the Attend Algorithm to Assess Texting in the Naturalistic Driving Study · 2017 · Seaman, Sean et al. · archived
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466. Exploration on prior driving modes for automated vehicle collisions ↗ · 2022 · Das, Subasish · indexed
467. Evaluation of Work Zone Mobility by Utilizing Naturalistic Driving Study Data [supporting dataset] · 2020 · Zhou, Huaguo Hugo et al. · archived
468. Knowledge Discovery in Massive Transportation Datasets : Merging Information from Disparate Sources to Enhance Traffic Safety : [fact sheet] · 2018 · NHTSA · archived
469. A Crash Surrogate Metric considering Traffic Flow Dynamics in a Motorway Corridor · 2018 · Wang, Xu et al. · archived
470. Pattern recognition in crash clusters involving vehicles with advanced driving technologies ↗ · 2025 · Das, Subasish · indexed
471. Taxonomy, Open Challenges, Motivations, and Recommendations in Driver Behavior Recognition: A Systematic Review ↗ · 2024 · al-qaysi, ziadoon · indexed
472. The temporal and spatial relationships between professional sport events and reported vehicular crashes: an analysis of Cleveland, Ohio ↗ · 2023 · Jakar, Gidon S. et al. · indexed
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474. Advanced Automatic Collision Notification Research Report · 2019 · Lee, E. et al. · archived
475. Driver behavioural classification from trajectory data ↗ · 2005 · Rigolli, Marco et al. · indexed
476. Safety Performance Assessment of Connected Vehicles in Mitigating the Risk of Secondary Crashes: A Driving Simulator Study ↗ · 2021 · Gaweesh, Sherif M. et al. · indexed
477. Analysis of crash characteristics on freeways with depressed medians in Southcentral Alaska. · 2017 · Bham, Ghulam H. et al. · archived
478. Driver behavior analysis at highway-rail grade crossings using field operational test data – light vehicles · 2013 · Ngamdung, Tashi et al. · archived
479. NHTSA data reference guide version 4. Volume 3, component tests · 1997 · NHTSA · archived
480. Towards Vision Zero: The TUM Traffic Accid3nD Dataset ↗ · 2025 · Zimmer, Walter et al. · indexed
481. Intersection Safety Assist Draft Test Procedure Performability Validation · 2021 · Davis, Ian J. et al. · archived
482. TrafficNet: An open naturalistic driving scenario library · 2017 · Zhao, Ding et al. · archived
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484. Exploring Temporal and Manufacturer-Specific Trends of Automated Vehicle Crashes Using Sequence of Events ↗ · 2026 · Andriola, Cesar et al. · indexed
485. A Systematic Review of Traffic Incident Detection Algorithms ↗ · 2022 · ElSahly, Osama et al. · indexed
486. Investigation of traffic conflicts at signalised intersections in Warsaw · 2019 · Olszewski, Piotr et al. · archived
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488. GIS Mapping of Driving Behavior Based on Naturalistic Driving Data · 2019 · Balsa-Barreiro, José et al. · archived
489. Assessing the Feasibility of Adding Additional Actors to Intersection Safety Assist Draft Test Scenarios · 2021 · Davis, Ian J. et al. · archived
490. Automated Video Analysis: Analyzing Large Quantities of Transportation Research Data · 2015 · Cobb, Lincoln · archived
491. Automated Video Analysis - Analyzing Large Quantities Of Transportation Research Data · 2015 · NHTSA · archived
492. Validating a Traffic Conflict Prediction Technique for Motorways Using a Simulation Approach ↗ · 2022 · Formosa, Nicolette et al. · indexed
493. Analysis of Automobile Crash Test Data and Recommendations for Acquiring and Filtering Accelerometer Data · 1975 · DiMasi, Frank P. · archived
494. Indiana Traffic Signal Hi Resolution Data Logger Enumerations ↗ · 2019 · Li, Howell et al. · indexed
495. Automatic Freeway Incident Detection Based on Fundamental Diagrams of Traffic Flow ↗ · 2009 · Jin, Jing et al. · indexed
496. Evaluation of a Road-Departure Crash Warning System ↗ · 2007 · Wilson, Bruce H. et al. · indexed
497. Development of improved injury criteria for the assessment of advanced automotive restraint systems · 1998 · Eppinger, Rolf et al. · archived
498. The effect of data transformation on the severe event prediction in road traffic using extreme value theory ↗ · 2025 · Chen, Zhankun et al. · indexed
499. Vehicle involvements in hydroplaning crashes: Applying interpretable machine learning · 2020 · Das, Subasish et al. · archived
500. Diverging Diamond Interchange Performance Measures Using Connected Vehicle Data · 2021 · Saldivar-Carranza, Enrique D. et al. · archived
501. Dataset Construction from Naturalistic Driving in Roundabouts · 2020 · Cuenca, Laura García et al. · archived
502. Using big data safety analytics for proactive traffic management ↗ · 2015 · A. Abdel-Aty, Mohamed · indexed
503. Development of improved injury criteria for the assessment of advanced automotive restraint systems : II · 1999 · Bandak, Faris et al. · archived
504. Supplement : development of improved injury criteria for the assessment of advanced automotive restraint systems : II · 2000 · Eppinger, Rolf et al. · archived
505. A Combined Index of Proactive and Reactive Data for Rating the Safety of Road Sections · 2024 · AsadAmraji, Morteza et al. · archived
506. Community Augmented Rapid-response to Events (CARE) Integrated Crisis Communication System · 2024 · Salley, Christin et al. · archived
507. Level of Service of Safety: Conceptual Blueprint and Analytical Framework ↗ · 2003 · Kononov, Jake et al. · indexed
508. Agent-Based Simulation for Investigating the Safety Concerns of Electric Vehicles in the US · 2017 · Tatari, Omer et al. · archived
509. Comparison at Scale of Traffic Signal Cycle Split Failure Identification from High-Resolution Controller and Connected Vehicle Trajectory Data ↗ · 2024 · Saldivar-Carranza, Enrique D. et al. · indexed
510. NHTSA data reference guide version 4.b. Volume 2, biomechanical tests · 1999 · NHTSA · archived
511. Updated review of potential test procedures for FMVSS no.208 · 1999 · Gabler, Hampton C. et al. · archived
512. Optimizing Test Case Sampling for Safety Validation of Automated Driving System with Naturalistic Driving Study · 2025 · Guo, Feng et al. · archived
513. Trajectory data-based traffic flow studies: A revisit ↗ · 2020 · Li, Li et al. · indexed
514. A System for Traffic Violation Detection · 2014 · Aliane, Nourdine et al. · archived
515. Comparison of Estimated Cycle Split Failures from High-Resolution Controller Event and Connected Vehicle Trajectory Data · 2023 · Gayen, Saumabha et al. · archived
516. Dynamic Wide-Area Congestion and Incident Monitoring Using Probe Data ↗ · 2010 · Lund, Andrew S. et al. · indexed
517. Probabilistic Data-Driven Approach for Real-Time Screening of Freeway Traffic Data ↗ · 2007 · Ishak, Sherif et al. · indexed
518. Context aided fusion procedure for road safety application · 2012 · Garcia, Fernando et al. · archived
519. Application of unmanned aerial vehicles to inspect and inventory interchange assets to mitigate wrong-way entries · 2019 · Das, Subasish · archived
520. Telematics, Safety Defects, and Connected Vehicles · 2016 · AAA Foundation for Traffic Safety · archived
521. Traffic Shockwave Detection in a Connected Environment using the Speed Distribution of Individual Vehicles ↗ · 2018 · Elfar, Amr et al. · indexed
522. Automatic Vehicle Identification Technology-Based Freeway Incident Detection ↗ · 2000 · Hellinga, Bruce et al. · indexed
523. Neural Signatures Enhance Emergency Braking Intention Detection during Simulated Driving ↗ · 2010 · Benjamin, Blankertz · indexed
524. Traffic conflict identification method on curved road based on Frenet coordinate system. · 2026 · Wu, Jingan et al. · archived
525. Using Connected Vehicle Data to Reassess Dilemma Zone Performance of Heavy Vehicles ↗ · 2020 · Li, Howell et al. · indexed
526. Naturalistic Spatial Road Safety Analysis: The SmartMaps Project · 2026 · Nikolaou, Dimitrios et al. · archived
527. New York integrated incident management system evaluation project final report · 2007 · Newton, Diane · archived
528. Detection and classification of sensor anomalies for simulating urban traffic scenarios · 2021 · Bachechi, Chiara et al. · archived
529. Adaptive Failure Search Using Critical States from Domain Experts · 2021 · Du, Peter et al. · archived
530. Implementation of Inductive Loop Signature Technology for Vehicle Classification Counts · 2024 · Minge, Erik et al. · archived
531. Crash Simulation of FMVSS No. 214 Safety Performance · 2022 · Reichert, Rudolf et al. · archived
532. TScan–Stationary LiDAR for Traffic and Safety Applications: Vehicle Interpretation and Tracking · 2021 · Tarko, Andrzej P et al. · archived
533. An Incident Detection Model Using Random Forest Classifier ↗ · 2023 · ElSahly, Osama et al. · indexed
534. Final report of 270º contoured moving barrier impact into a 1985 Chrysler Lebaron 5-door hatchback in support of Crash III damage algorithm reformation · 1989 · El-Habash, N. A. · archived
535. Evaluating the Use of a Near-Miss Reporting Program to Enhance Employee Safety Performance · 2023 · Dadi, Gabriel B. et al. · archived
536. Analysing and predicting wildlife–vehicle collision hotspots for the Swiss road network · 2023 · Laube, Patrick et al. · archived
537. CarSim ↗ · 2003 · Åkerberg, Ola et al. · indexed
538. Analyzing Traffic Accidents based on the Integration of Official and Crowdsourced Data ↗ · 2017 · dos Santos, Salatiel Ribeiro et al. · indexed
539. Road Traffic Accidents Analysis In Mexico City Through Crowdsourcing Data And Data Mining Techniques · 2018 · Perez, Gabriela V. Angeles et al. · archived
540. Reducing Heavy Truck Aggressiveness: Moving Heavy Truck into a 1993 Honda Civic 3-Door Hatchback at 80.4 KPH · 1993 · Johnston, S. A. · archived
541. Non-recurrent traffic congestion detection on heterogeneous urban road networks ↗ · 2015 · Anbaroğlu, Berk et al. · indexed
542. The inD Dataset: A Drone Dataset of Naturalistic Road User Trajectories at German Intersections · 2020 · Bock, Julian et al. · archived
543. Black Spot Determination of Traffic Accident Locations and Its Spatial Association Characteristic Analysis Based on GIS · 2012 · Chen, Huayun · archived
544. Evaluating the Reliability, Coverage, and Added Value of Crowdsourced Traffic Incident Reports from Waze · 2018 · Amin-Naseri, Mostafa et al. · archived
545. Final report of a non-deformable impactor into a 1990 Honda Civic 3-door hatchback in support of CRASH3 damage algorithm reformulation · 1995 · Looker, K. W. · archived
546. Systematic Identification of Freeway Bottlenecks ↗ · 2004 · Chen, Chao et al. · indexed
547. A computer vision assisted geoinformation inventory for traffic infrastructure ↗ · 2010 · Segvic, S. et al. · indexed
548. Decision Support System for Advanced Traffic Management Through Data Fusion ↗ · 2002 · Klein, Lawrence A. et al. · indexed
549. Evaluation of the BioSid dummy : mdb-to-car left side impact test of a 27˚ crabbed moving deformable barrier into a Calspan RSV 5-door hatchback at 38.9 mph · 1991 · Sankey, J. · archived
550. Use of Event-Based Traffic Data in Generating Time–Space Diagrams for Evaluation of Signal Coordination ↗ · 2014 · Zheng, Jianfeng et al. · indexed
551. Comprehensive image dataset of flexible pavement: Alligator cracks and edge-breaks from national highway (N6) of urban areasZenodoZenodo ↗ · 2026 · Hossain, Md. Nayem et al. · indexed
552. Evaluation of the BioSid dummy : mdb-to-car side impact test of a 26˚ crabbed moving deformable barrier into a 1988 Toyota Tercel 4-door hatchback at 33.5 mph · 1990 · El-Habash, N. A. · archived
553. Semi Real-time Data Cleaning of Spatially Correlated Data in Traffic Sensor Networks · 2022 · Rollo, Federica et al. · archived
554. Dynamics of crowd disasters: An empirical study · 2007 · Helbing, Dirk et al. · archived
555. INTERDEPENDENCIES BETWEEN EVALUATION OF COLLISION RISKS AND PERFORMANCE OF SHIPBORNE PNT DATA PROVISION · 2017 · BANYŚ, Paweł et al. · archived
556. Identification of Urban Traffic Accident Hotspots Using Getis-Ord Gi and DBSCAN Algorithmsimes ↗ · 2024 · Zhang, Lejia et al. · indexed
557. Assessing Trustworthiness of Crowdsourced Flood Incident Reports Using Waze Data: A Norfolk, Virginia Case Study ↗ · 2021 · Praharaj, Shraddha et al. · indexed
558. MDB-to-Car Side Impact Test of a 19 Degree Crabbed Moving Deformable Barrier to a 1976 Volkswagen Rabbit at 34.3 MPH [1993-09] · 1993 · Stultz, J. · archived
559. Are There Standard Conflict Resolution Maneuvers in Air Traffic Control? ↗ · 2010 · Wickens, C. D. · indexed
560. Test Planning, Analysis, and Evaluation System (Test PAES): A Data Archiving Tool for Engineers and Scientists ↗ · 1997 · Gawron, Valerie J. et al. · indexed
561. Designing a Multi-Modal Vehicle Data Capture System for Forensic Accident Analysis · 2025 · Helmi, Wibowo et al. · archived
562. Distance-based k-nearest neighbors outlier detection method in large-scale traffic data ↗ · 2015 · Dang, Taurus T. et al. · indexed
563. Towards Integrating Crowdsourced and Official Traffic Data : A study on the integration of data from Waze in traffic management in Stockholm, Sweden ↗ · 2019 · Eriksson, Isak · indexed
564. A Study on Transport Monitoring and Emergency Rescue Management System of Dangerous Goods ↗ · 2011 · Chen, Yong Guang et al. · indexed
565. Road Network Resilience: How to Identify Critical Links Subject to Day-to-Day Disruptions · 2018 · Gauthier, Pauline et al. · archived
566. Crashworthiness Models for Automotive Batteries · 2019 · Turner, John A. et al. · archived
567. Numerical–experimental approach for evaluating cross-wind aerodynamic effects on heavy vehicles ↗ · 2006 · Cheli, F. et al. · indexed
568. Identifying Behaviors in Crowd Scenes Using Stability Analysis for Dynamical Systems ↗ · 2012 · Solmaz, Berkan et al. · indexed
569. Comparison Of AIS-Based Prediction Of The Distance At The CPA With Factual Separation Between Vessels · 2014 · Banyś, Paweł et al. · archived
570. Regional snow-avalanche detection using object-based image analysis of near-infrared aerial imagery · 2017 · Korzeniowska, K. et al. · archived
571. Mining sensor data in cyber-physical systems · 2014 · Tang, Lu-An et al. · archived
572. Rare Event Estimation for a Large‐Scale Stochastic Hybrid System with Air Traffic Application ↗ · 2009 · Blom, H.A.P. et al. · indexed
573. Edge Video Analytics for Public Safety: A Review ↗ · 2019 · Zhang, Qingyang et al. · indexed
574. Probabilistic reachability analysis for large scale stochastic hybrid systems · 2007 · Blom, Henk A.P. et al. · archived
575. Information Unfitness of AIS · 2012 · Felski, Andrzej et al. · archived
576. A Particle System for Safety Verification of Free Flight in Air Traffic ↗ · 2006 · Blom, Henk A.P. et al. · indexed
577. Post-earthquake bridge inspection guidelines · 2010 · O'Connor, Jerome S. · archived
578. Comprehensive Assessment of Automatic Identification System (AIS) Data Application to Anti-collision Manoeuvring · 2015 · Felski, Andrzej et al. · archived
579. Automaticity of numeral processing among kindergartners. An event-related-potentials study ↗ · 2010 · Avishai, Henik · indexed
580. Non-invasive multiple camera calibration in highly crowded environments ↗ · 2012 · Aldea, Emanuel et al. · indexed
581. Direction-Dependence in Li-Ion Battery Diagnostic Methods ↗ · 2024 · Singh, Anubhav et al. · indexed
582. Automatic identification of soil and water conservation measures from centimeter-resolution unmanned aerial vehicle imagery ↗ · 2020 · Zhang, Y. et al. · indexed
583. Smart Event Management System ↗ · 2023 · baba · indexed