[HTML][HTML] A systematic review of traffic incident detection algorithms
O ElSahly, A Abdelfatah - Sustainability, 2022 - mdpi.com
Traffic incidents have negative impacts on traffic flow and the gross domestic product of most
countries. In addition, they may result in fatalities and injuries. Thus, efficient incident …
countries. In addition, they may result in fatalities and injuries. Thus, efficient incident …
Dynamic prediction of traffic incident duration on urban expressways: A deep learning approach based on LSTM and MLP
W Zhu, J Wu, T Fu, J Wang, J Zhang… - Journal of intelligent …, 2021 - ieeexplore.ieee.org
Purpose-Efficient traffic incident management is needed to alleviate the negative impact of
traffic incidents. Accurate and reliable estimation of traffic incident duration is of great …
traffic incidents. Accurate and reliable estimation of traffic incident duration is of great …
Incident duration prediction using a bi-level machine learning framework with outlier removal and intra–extra joint optimisation
Predicting the duration of traffic incidents is a challenging task due to the stochastic nature of
events. The ability to accurately predict how long accidents will last can provide significant …
events. The ability to accurately predict how long accidents will last can provide significant …
Prediction of the traffic incident duration using statistical and machine-learning methods: A systematic literature review
This paper aims to present a comprehensive review and analysis to demonstrate the main
papers, journals, authors, and trends significantly contributing to the scientific output in …
papers, journals, authors, and trends significantly contributing to the scientific output in …
Application of the bayesian model averaging in analyzing freeway traffic incident clearance time for emergency management
Identifying the influential factors in incident duration is important for traffic management
agency to mitigate the impact of traffic incidents on freeway operation. Previous studies have …
agency to mitigate the impact of traffic incidents on freeway operation. Previous studies have …
Using the scanners and drone for comparison of point cloud accuracy at traffic accident analysis
MN Perc, D Topolšek - Accident Analysis & Prevention, 2020 - Elsevier
The purpose of the paper is to describe, compare and analyse the instruments used, time
needed and accuracy of gathered data, sketches, 3D models and to enhance the extracted …
needed and accuracy of gathered data, sketches, 3D models and to enhance the extracted …
Prediction in traffic accident duration based on heterogeneous ensemble learning
Y Zhao, W Deng - Applied Artificial Intelligence, 2022 - Taylor & Francis
Based on millions of traffic accident data in the United States, we build an accident duration
prediction model based on heterogeneous ensemble learning to study the problem of …
prediction model based on heterogeneous ensemble learning to study the problem of …
Incorporating real-time weather conditions into analyzing clearance time of freeway accidents: A grouped random parameters hazard-based duration model with time …
To minimize non-recurrent congestion, a better understanding of the factors that affect
accident clearance time is crucial, in order to optimize incident management strategies. A …
accident clearance time is crucial, in order to optimize incident management strategies. A …
Exploration of road closure time characteristics of tunnel traffic accidents: A case study in Pennsylvania, USA
Q Luo, C Liu - Tunnelling and Underground Space Technology, 2023 - Elsevier
With the increase of roadway tunnels, tunnel traffic accidents are also increasing. Compared
with open roadways, road closures caused by traffic accidents in the tunnel have greater …
with open roadways, road closures caused by traffic accidents in the tunnel have greater …
Modeling spatiotemporal heterogeneity in interval-censored traffic incident time to normal flow by leveraging crowdsourced data: A geographically and temporally …
Non-recurrent traffic congestion arising from traffic incidents is unpredictable but should be
addressed efficiently to mitigate its adverse impacts on safety and travel time reliability …
addressed efficiently to mitigate its adverse impacts on safety and travel time reliability …