Learning to Detect Traffic Incidents from Data Based on Tree Augmented Naive Bayesian Classifiers

This study develops a tree augmented naive Bayesian (TAN) classifier based incident detection algorithm. Compared with the Bayesian networks based detection algorithms developed in the previous studies, this algorithm has less dependency on experts’ knowledge. The structure of TAN classifier for inc...

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Bibliographic Details
Main Authors: Dawei Li, Xiaojian Hu, Cheng-jie Jin, Jun Zhou
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2017/8523495