Prediction of the traffic incident duration using statistical and machine-learning methods: A systematic literature review

H Korkmaz, MA Erturk - Technological Forecasting and Social Change, 2024 - Elsevier
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 …

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 …

Associating incident clearance duration with freeway segment types using hierarchical Bayesian survival model

JH Salum, JH Kodi, E Kidando, P Alluri… - … Engineering, Part A …, 2023 - ascelibrary.org
Traffic incidents represent nonrecurring events that have long been found to deteriorate
traffic operations and safety. Studies agree that quick incident clearance would translate into …

Prediction of Traffic Incident Clearance Duration Using Neural Network for Multimodal Data Distribution

E Kidando, M Mihayo, JH Salum, B Kutela… - … Engineering, Part A …, 2024 - ascelibrary.org
Traffic incidents adversely affect the safety and mobility of our transportation network. As
such, accurate prediction of incident duration is critical in develo** strategies and …

A comparative analysis of freeway crash incident clearance time using random parameter and latent class hazard-based duration model

N Islam, EK Adanu, AM Hainen, S Burdette… - Accident Analysis & …, 2021 - Elsevier
The effects of freeway incident clearance times on the flow of traffic have recently increased
interests in understanding what factors influence incident durations. This has particularly …

Emergency vehicle routing in urban road networks with multistakeholder cooperation

Z Zeng, W Yi, S Wang, X Qu - Journal of transportation engineering …, 2021 - ascelibrary.org
The lack of multistakeholder cooperation is one of the main challenges faced by emergency
medical services (EMS). Especially in the ambulance routing process, inactive traffic …

Evaluating the impact of Road Rangers in preventing secondary crashes

JH Salum, AE Kitali, T Sando, P Alluri - Accident Analysis & Prevention, 2021 - Elsevier
Many transportation agencies utilize freeway service patrols (FSPs) to quickly identify and
respond to incidents. The objectives of FSP are to minimize the incident duration and …

Contributing factors on the level of delay caused by crashes: A hybrid method of latent class analysis and XGBoost based SHAP algorithm

Z Wang, P Jiao, J Wang, W Luo, H Lu - Journal of Transportation …, 2024 - Taylor & Francis
Road crashes cause significant traffic delay and bring unnecessary financial losses. This
study investigates the impact of contributing factors on the level of delay caused by crashes …

Evaluating the impact of freeway service patrol on incident clearance times: a spatial transferability test

N Islam, EK Adanu, AM Hainen… - Journal of Advanced …, 2022 - Wiley Online Library
Freeway service patrol (FSPs) programs have been considered as an effective tool for traffic
incident management in minimizing the adverse effects of traffic incidents. In this study …

Guidelines for Activating Ramp Metering Signals in Response to Non-Recurrent Congestion during Off-Peak Hours Using a Statistical Method

JH Kodi, E Kidando, P Alluri… - Transportation Research …, 2024 - journals.sagepub.com
Ramp metering is a transportation systems management and operations strategy that
utilizes signals installed at freeway on-ramps to dynamically manage traffic entering the …