Traffic state prediction using ISOMAP manifold learning

Traffic Flow Prediction With Big Data: A Deep Learning Approach

Yisheng Lv, Yanjie Duan, Wenwen Kang et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 3K citations

Computing, Computer Science, Data Science +17

HIGHWAY CAPACITY MANUAL 2000

W R Reilly · TR news · 1997 · 2.3K citations

Engineering, Civil Engineering, Transportation Planning +15

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

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