Severity prediction of traffic accidents with recurrent neural networks

In this paper, a deep learning model using a Recurrent Neural Network (RNN) was developed and employed to predict the injury severity of traffic accidents based on 1130 accident records that have occurred on the North-South Expressway (NSE), Malaysia over a six-year period from 2009 to 2015. Compare...

Full description

Saved in:
Bibliographic Details
Main Authors: Sameen, Maher Ibrahim, Pradhan, Biswajeet
Format: Article
Language:English
Published: MDPI 2017
Online Access:http://psasir.upm.edu.my/id/eprint/64638/1/64638.pdf
http://psasir.upm.edu.my/id/eprint/64638/
http://www.mdpi.com/2076-3417/7/6/476
Tags: Add Tag
No Tags, Be the first to tag this record!