Predicting the duration of non-recurring road incidents by cluster-specific models

• Main Authors: Ghosh, Banishree, Muhammad Tayyab Asif, Dauwels, Justin, Cai, Wentong, Guo, Hongliang, Fastenrath, Ulrich
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2017
• Subjects: Electric breakdown; Accidents
• Online Access: https://hdl.handle.net/10356/83995; http://hdl.handle.net/10220/42471
• Institution: Nanyang Technological University

In metropolitan areas, about 50% of traffic delays are caused by non-recurring traffic incidents. Hence, accurate prediction of the duration of such events is critical for traffic management authorities. In this paper, we study the predictability of the duration of traffic incidents by considering v...