A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

Xiaolei Ma, Zhimin Tao, Yinhai Wang et al. · Transportation Research Part C Emerging Technologies · 2015 · 2.1K citations

Computing, Computer Science, Electrical Engineering +16

Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results

Billy M. Williams, L A Hoel · Journal of Transportation Engineering · 2003 · 2.1K citations

Engineering, Systems Engineering, Forecasting +16

Short-term traffic forecasting: Where we are and where we’re going

Eleni I. Vlahogianni, Matthew G. Karlaftis, John Golias · Transportation Research Part C Emerging Technologies · 2014 · 1.2K citations

Engineering, Data Science, Forecasting +11

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

Real-time road traffic prediction with spatio-temporal correlations

Wanli Min, Laura Wynter · Transportation Research Part C Emerging Technologies · 2010 · 658 citations · Full text

Engineering, Data Science, Predictive Analytics +13