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A review of surrogate safety measures and their applications in connected and automated vehicles safety modeling
C Wang, Y ** review of surrogate safety assessment using traffic conflict techniques
Safety assessment of road sections and networks have historically relied on police-reported
crash data. These data have several noteworthy and significant shortcomings, including …
crash data. These data have several noteworthy and significant shortcomings, including …
Assessing traffic conflict/crash relationships with extreme value theory: Recent developments and future directions for connected and autonomous vehicle and …
With proactive safety assessment gaining significant attention in the literature, the
relationship between traffic conflicts (which form the underpinnings of proactive safety …
relationship between traffic conflicts (which form the underpinnings of proactive safety …
Data-driven approaches for road safety: A comprehensive systematic literature review
Road crashes cost over a million lives each year. Consequently, researchers and transport
engineers continue their efforts to improve road safety and minimize road crashes. With the …
engineers continue their efforts to improve road safety and minimize road crashes. With the …
Advances and applications of computer vision techniques in vehicle trajectory generation and surrogate traffic safety indicators
Abstract The application of Computer Vision (CV) techniques massively stimulates
microscopic traffic safety analysis from the perspective of traffic conflicts and near misses …
microscopic traffic safety analysis from the perspective of traffic conflicts and near misses …
A hybrid modelling framework of machine learning and extreme value theory for crash risk estimation using traffic conflicts
Extreme value theory is the state-of-the-art modelling technique for estimating crash risk
from traffic conflicts, with two different sampling techniques, ie block maxima and peak-over …
from traffic conflicts, with two different sampling techniques, ie block maxima and peak-over …