Identification of dynamic traffic crash risk for cross-area freeways based on statistical and machine learning methods
Y Yang, K He, Y Wang, Z Yuan, Y Yin, M Guo - Physica A: Statistical …, 2022 - Elsevier
… changing behavior play a dominant role influencing crash risk; … crash risk models ignored
the differences of the impacts on … urban freeway will inevitably lead to inaccurate estimation …
the differences of the impacts on … urban freeway will inevitably lead to inaccurate estimation …
Crash risk and subjective risk perception during urban cycling: Evidence for congruent and incongruent sources
R von Stülpnagel, J Lucas - Accident Analysis & Prevention, 2020 - Elsevier
… We did not differentiate between different crash types etc., as … The identification of these
differences was the main aim of … factors that lead to an overestimation of crash risks are important …
differences was the main aim of … factors that lead to an overestimation of crash risks are important …
Bus crash risk evaluation: An adjusted framework and its application in a real network
B Barabino, M Bonera, G Maternini, A Olivo… - Accident Analysis & …, 2021 - Elsevier
… Some studies identified patterns of bus crashes and shed light on understanding the effects
of different … Moreover, we only consider crashes reported by the PCT staff, due to the level of …
of different … Moreover, we only consider crashes reported by the PCT staff, due to the level of …
Highway crash detection and risk estimation using deep learning
… Highway crashes can lead to enormous losses to our society … studies in detecting crashes
and predicting crash risks using … three different cases are studied. The positive samples are …
and predicting crash risks using … three different cases are studied. The positive samples are …
Waymo simulated driving behavior in reconstructed fatal crashes within an autonomous vehicle operating domain
JM Scanlon, KD Kusano, T Daniel, C Alderson… - Accident Analysis & …, 2021 - Elsevier
… This analysis provided an important step for identifying … pre-crash kinematics leading up to
the crash among other relevant … different crash modes is not a fair comparison because injury …
the crash among other relevant … different crash modes is not a fair comparison because injury …
Modeling accident risks in different lane-changing behavioral patterns
… various statistical models to identify relationships between crash frequency/severity and …
pattern, lane-changing behaviors and resultant increased risks are still manifold due to drivers’ …
pattern, lane-changing behaviors and resultant increased risks are still manifold due to drivers’ …
A taxonomy of driving errors and violations: Evidence from the naturalistic driving study
… -crash behaviors that lead to crashes. This study uses the pre-… events (crashes and
near-crashes) were identified in NDS … In comparison, the contribution of recognition errors to …
near-crashes) were identified in NDS … In comparison, the contribution of recognition errors to …
Identification and quantification of hazardous scenarios for automated driving
… from metallic objects (eg crash barriers) could lead to … effects of this behavior, potential
hazards and additional … implementing different risk mitigating measures in order to reduce the risk …
hazards and additional … implementing different risk mitigating measures in order to reduce the risk …
Who make drivers stop? towards driver-centric risk assessment: Risk object identification via causal inference
… Car accident deaths are the 1st leading causes of death, … Note that we assume that the cause
of driver behavioral change is … performance on risk object identification in comparison with …
of driver behavioral change is … performance on risk object identification in comparison with …
Presence, mixed reality, and risk-taking behavior: A study in safety interventions
S Hasanzadeh, NF Polys… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
… the risk-taking behavior of workers, identify at-risk workers, … triggering behavioral changes
under different experimental … -reality environment led to different psychophysical responses…
under different experimental … -reality environment led to different psychophysical responses…