Short-term traffic volume forecasting: A k-nearest neighbor approach enhanced by constrained linearly sewing principle component algorithm

Author:

Zheng Zuduo,Su Dongcai

Publisher

Elsevier BV

Subject

Computer Science Applications,Transportation,Automotive Engineering,Civil and Structural Engineering

Reference26 articles.

1. Analysis of freeway traffic time-series data by using Box-Jenkins techniques;Ahmed;Transp. Res. Rec.: J. Transp. Res. Board,1979

2. Chung, E., Rosalion, N., 2001. Short term traffic flow prediction. In: Proc. 24th Australian Trans. Res. Forum, Hobart, Tasmania, Australia.

3. Traffic prediction using multivariate nonparametric regression;Clark;J. Transp. Eng.,2003

4. Nonparametric regression and short-term freeway traffic forecasting;Davis;J. Transp. Eng.,1991

5. The Foreman lecture: the state space approach to time series analysis and its potential for official statistics;Durbin;Aust. N.Z. J. Stat.,2000

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