Traffic incident duration prediction based on the bayesian decision tree method

Transportation and Development Innovative Best Practices 2008 - Proceedings of the 1st International Symposium on Transportation and Development Innovative Best Practices 2008, TDIBP 2008

Volumn 319, Issue , 2008, Pages 338-343

  Yang, Bei Bei Ji ^a   Zhang, Xiaoning ^a   Sun, LiJun ^a  

^a TONGJI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BASIC THEORY; BAYESIAN DECISION; BAYESIAN MODEL; DECISION MODELS; EXISTING METHOD; INCIDENT DATA; INCIDENT DURATION; INCIDENT MANAGEMENT; INCOMPLETE INFORMATION; PREDICTION MODEL; THEORETICAL PREDICTION; TRAFFIC INCIDENTS;

DECISION TREES; MATHEMATICAL MODELS; MODELS; TRAFFIC CONGESTION;

BAYESIAN NETWORKS;

EID: 57649114838     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Fan Jian-cong and Zhang Wen-jin. Decision tree classification algorithm based on Bayesian method. Computer Applications. Vol.25 No. 12 Dec.2005. pp 2882-2885.
2. Garib, A., A. E. Radwan and H. Al-Deek. "Estimating Magnitude and Duration of Incident Delays." Journal of Transportation Engineering. Vol. 123, No. 6, November/December 1997. pp. 459-466.
3. Khattak, Asad J., Joseph L. Schofer and Mu-Ham Wang. "A Simple Time Sequential Procedure for Predicting Freeway Incident Duration." IVHS Journal. Vol. 2, No.2, 1995. pp 113-138.
4. Sethi, V., Koppelman, F. S., Flannery, C, P., Bhomderi, N., Schofer, L., 1994. Duration and travel time impacts of incidents- ADVANCE Project Technical Report, Northwestern University, Evanston.
5. Stephen Boyles and David Fajardo. A Naïve Bayesian Classifier for Incident Duration Prediction. TRB 2007 Annual Meeting.
6. Sullivan, E. C. "New Model for Predicting Incidents and Incident Delay." ASCE Journal of Transportation Engineering. Vol. 123, July/August 1997. pp 267-275.
7. Wang, W., H. Chen, MC Bell, 2002. A Study of Characteristics of Motorway Vehicle Breakdown Duration. 11th International Conference on Road Transport Information and Control, London, UK.
8. Willem Jan J. Knibbe and Tom P. Alkim. Automated Estimation of Incident Duration on Dutch Highways. IEEE 2006.