Modeling of incident type and incident duration using data from multiple years
Sign Up to like & getrecommendations! Published in 2020 at "Analytic Methods in Accident Research"
DOI: 10.1016/j.amar.2020.100132
Abstract: Abstract The paper presents a model system that recognizes the distinct traffic incident duration profiles based on incident types. Specifically, a copula-based joint framework has been estimated with a scaled multinomial logit model system for… read more here.
Keywords: incident duration; model system; duration; incident type ... See more keywords
Traffic incident duration prediction based on deep learning methods
Sign Up to like & getrecommendations! Published in 2025 at "Enterprise Information Systems"
DOI: 10.1080/17517575.2024.2448828
Abstract: ABSTRACT Traffic congestion increases travel time and pollution, necessitating precise incident handling time predictions. This study addresses data imbalance, feature granularity, and label inconsistencies using K-means clustering, re-labelling, and concept hierarchy refinements. A predictive framework… read more here.
Keywords: duration; time; traffic incident; incident duration ... See more keywords
Study on ring-road incident duration based on latent class accelerated hazard model
Sign Up to like & getrecommendations! Published in 2024 at "PLOS ONE"
DOI: 10.1371/journal.pone.0308473
Abstract: Accurately estimating the duration of freeway incidents can enhance emergency management practices and reduce the likelihood of secondary incidents. To investigate the mechanisms through which key factors influence incident duration, this study sorted out the… read more here.
Keywords: duration; incident duration; class; model ... See more keywords