Causes and effects of autonomous vehicle field test crashes and disengagements using exploratory factor analysis, binary logistic regression, and decision trees

LA Houseal, SM Gaweesh, S Dadvar… - Transportation …, 2022 - journals.sagepub.com
study are to provide focused analyses, including exploratory data analysis, of active AV
crashes and pre-crash … , the study investigates the main contributory factors of crashes involving …

Exploratory analysis of automated vehicle crashes in California: A text analytics & hierarchical Bayesian heterogeneity-based approach

AM Boggs, B Wali, AJ Khattak - Accident Analysis & Prevention, 2020 - Elsevier
study utilizes the publicly available Traffic Collision Reports of AV crashes in California to
quantify the pre-crash and location factors that affect rear-end and injury AV-involved crashes. …

An Exploratory Analysis of Temporal and Spatial Patterns of Autonomous Vehicle Collisions

RK Patel, SS Channamallu, MA Khan… - Public Works …, 2023 - journals.sagepub.com
… the patterns of AV collisions. This study examines AV collisions by analyzing their temporal
and … 2014 and 2022, the analysis reveals that rear-end collisions are the most common type, …

An exploratory analysis of crashes involving autonomous vehicles

A Pamidimukkala, S Kermanshachi… - … on Transportation and …, 2023 - ascelibrary.org
… AV collisions but … this study is to perform an exploratory analysis by unearthing the hidden
trends and factors associated with a larger set of data. This study utilized California DMV crash

[HTML][HTML] New needs to consider during accident analysis: Implications of autonomous vehicles with collision reconfiguration systems

M Parseh, F Asplund - Accident Analysis & Prevention, 2022 - Elsevier
… of collision reconfiguration systems. Through simulations, this study explores decision-making
strategies of collision … , exploratory nature of this study, we adopt a case study approach (…

[HTML][HTML] Automated vehicle collisions in California: Applying Bayesian latent class model

S Das, A Dutta, I Tsapakis - IATSS research, 2020 - Elsevier
… This study provides an in-depth exploratory analysis of the critical variables. We demonstrated
a variational inference algorithm for Bayesian latent class models. The Bayesian latent …

The effect of information on changing opinions toward autonomous vehicle adoption: An exploratory analysis

PV Sheela, F Mannering - International Journal of Sustainable …, 2020 - Taylor & Francis
… The intent of the current study is to provide some initial … likelihood of adopting an autonomous
vehicle may change when … autonomous-vehicle aspects such as fewer vehicle crashes and …

Exploratory investigation of disengagements and crashes in autonomous vehicles under mixed traffic: An endogenous switching regime framework

ZH Khattak, MD Fontaine… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… A disengagement refers to an AV transitioning control from autonomous systems to the …
to analyze disengagements and crashes together. This study analyzes both crashes and …

Road to autonomous vehicles in Australia: an exploratory literature review

Y Sun, D Olaru, B Smith, S Greaves… - Road & Transport …, 2017 - search.informit.org
… time of this study, there were no instances of AVs being at fault in any of the reported crashes.
… be stressed at the time of writing the exact cause of the accident is still under investigation.…

Mining patterns of autonomous vehicle crashes involving vulnerable road users to understand the associated factors

B Kutela, S Das, B Dadashova - Accident Analysis & Prevention, 2022 - Elsevier
… As mentioned earlier, the objective of this study is to explore the patterns of VRU involved
crashes in order to understand the associated factors. To attain the objectives, this study is …