Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions

Travel-Time Prediction With Support Vector Regression

Chih-Hsien Wu, Jan-Ming Ho, Dong-Hyun Lee · IEEE Transactions on Intelligent Transportation Systems · 2004 · 1.4K citations

Computing, Computer Science, Data Science +17

Dynamic prediction of traffic volume through Kalman filtering theory

Iwao Okutani, Yorgos J. Stephanedes · Transportation Research Part B Methodological · 1984 · 1.1K citations

Engineering, Mathematics, Forecasting +13

Comparison of parametric and nonparametric models for traffic flow forecasting

Brian L. Smith, Billy M. Williams, Rudy Oswald · Transportation Research Part C Emerging Technologies · 2002 · 999 citations

Engineering, Transportation Planning, Forecasting +13

Combining kohonen maps with arima time series models to forecast traffic flow

Mascha C. van der Voort, Mark Dougherty, Susan Watson · Transportation Research Part C Emerging Technologies · 1996 · 840 citations · Full text

Computing, Mathematics, Meteorology +16

ANALYSIS OF FREEWAY TRAFFIC TIME-SERIES DATA BY USING BOX-JENKINS TECHNIQUES

Mohammed S. Ahmed, A R Cook · Transportation Research Record Journal of the Transportation Research Board · 1979 · 760 citations

Engineering, Transportation Planning, Forecasting +16