Relating short-term traffic forecasting to current system state using nonparametric regression

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2004, Pages 239-244

  Turochy, Rod E ^a   Pierce, Benjamin D ^a  

^a AUBURN UNIVERSITY   (United States)

Author keywords

Condition monitoring; Nearest neighbor; Nonparametric regression; Short term forecasting; Traffic management

Indexed keywords

NEAREST NEIGHBOR; NONPARAMETRIC REGRESSION; SHORT-TERM FORECASTING; TRAFFIC MANAGEMENT;

CONDITION MONITORING; DATA ACQUISITION; FORECASTING; FUNCTIONS; HIGHWAY ADMINISTRATION; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; QUALITY CONTROL; REGRESSION ANALYSIS;

TRAFFIC CONTROL;

EID: 13344286986     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Mason, R. L., and J. C. Young. "Why Multivariate Statistical Process Control?" Quality Progress, vol. 31 (12), pp. 88-93, December 1998.
2. Turochy, R. E., and B. L. Smith. "Applying Quality Control to Traffic Condition Monitoring," In Proc. IEEE Intelligent Transportation Systems Conference, 2000, pp. 15-20.
3. Pierce, B.D. Unpublished data.
4. Smith, B. L., and B. M. Williams, and R. K. Oswald, "Comparison of Parametric and Non-parametric Models for Traffic Flow Forecasting," Transportation Research Part C, vol. 10, pp. 303-321, Sep. 2002.
5. Davis, G. A., and N. L. Nihan. "Nonparametric Regression and Short-Term Freeway Traffic Forecasting." Journal of Transportation Engineering, vol. 117 (2), pp. 178-188, March 1991.
6. Clark, S. "Traffic Prediction Using Multivariate Nonparametric Regression." Journal of Transportation Engineering, vol. 129 (2), pp. 161-168, March 2003.