References

• 2014Traffic Flow Prediction With Big Data: A Deep Learning Approach3,073 cited
• 2015Long short-term memory neural network for traffic speed prediction using remote microwave sensor data2,259 cited
• 2003Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results2,210 cited
• 2016Using LSTM and GRU neural network methods for traffic flow prediction1,593 cited
• 2014Short-term traffic forecasting: Where we are and where we’re going1,248 cited
• 2008Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions856 cited
• 1996Combining kohonen maps with arima time series models to forecast traffic flow851 cited
• 2010Statistical methods versus neural networks in transportation research: Differences, similarities and some insights845 cited
• 2005Optimized and meta-optimized neural networks for short-term traffic flow prediction: A genetic approach618 cited
• 2004Short‐term traffic forecasting: Overview of objectives and methods599 cited
• 1999Application of Subset Autoregressive Integrated Moving Average Model for Short-Term Freeway Traffic Volume Forecasting546 cited
• 2015Predicting Short-Term Traffic Flow by Long Short-Term Memory Recurrent Neural Network540 cited
• 1991Nonparametric Regression and Short‐Term Freeway Traffic Forecasting526 cited