Statistical and machine-learning methods for clearance time prediction of road incidents: A methodology review

J Tang, L Zheng, C Han, W Yin, Y Zhang, Y Zou… - Analytic methods in …, 2020 - Elsevier
Accurate clearance time prediction for road incident would be helpful to evaluate the
incident impacting range and provide route guiding strategy according to the predicted …

[HTML][HTML] Overview of traffic incident duration analysis and prediction

R Li, FC Pereira, ME Ben-Akiva - European transport research review, 2018 - Springer
Introduction Non-recurrent congestion caused by traffic incident is difficult to predict but
should be dealt with in a timely and effective manner to reduce its influence on road capacity …

Prioritizing influential factors for freeway incident clearance time prediction using the gradient boosting decision trees method

X Ma, C Ding, S Luan, Y Wang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Identifying and quantifying the influential factors on incident clearance time can benefit
incident management for accident causal analysis and prediction, and consequently …

An exploratory hazard-based analysis of highway incident duration

D Nam, F Mannering - Transportation Research Part A: Policy and Practice, 2000 - Elsevier
The statistical analysis of highway incident duration has become an increasingly import
research topic due to the impact that highway incidents (vehicle accidents and …

Hazard based models for freeway traffic incident duration

AT Hojati, L Ferreira, S Washington… - Accident Analysis & …, 2013 - Elsevier
Assessing and prioritising cost-effective strategies to mitigate the impacts of traffic incidents
and accidents on non-recurrent congestion on major roads represents a significant …

Real-time traffic accidents post-impact prediction: Based on crowdsourcing data

Y Lin, R Li - Accident Analysis & Prevention, 2020 - Elsevier
Traffic accident management is a critical issue for advanced intelligent traffic management.
The increasingly abundant crowdsourcing data and floating car data provide new support for …

Estimating magnitude and duration of incident delays

A Garib, AE Radwan, H Al-Deek - Journal of Transportation …, 1997 - ascelibrary.org
Traffic congestion is a major operational problem on urban freeways. In the case of recurring
congestion, travelers can plan their trips according to the expected occurrence and severity …

Development of an accident duration prediction model on the Korean Freeway Systems

Y Chung - Accident Analysis & Prevention, 2010 - Elsevier
Since duration prediction is one of the most important steps in an accident management
process, there have been several approaches developed for modeling accident duration …

The impact of adverse weather conditions on the propensity to change travel decisions: a survey of Brussels commuters

AJ Khattak, A De Palma - Transportation Research Part A: Policy and …, 1997 - Elsevier
New developments in transportation systems and the increasing complexities of urban living
are creating challenges and opportunities to comprehensively address transportation …

Text analysis in incident duration prediction

FC Pereira, F Rodrigues, M Ben-Akiva - Transportation Research Part C …, 2013 - Elsevier
Due to the heterogeneous case-by-case nature of traffic incidents, plenty of relevant
information is recorded in free flow text fields instead of constrained value fields. As a result …