References

• 1997A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting20,503 cited
• 2014Traffic Flow Prediction With Big Data: A Deep Learning Approach3,073 cited
• 2017Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction2,450 cited
• 2015Long short-term memory neural network for traffic speed prediction using remote microwave sensor data2,259 cited
• 2014Short-term traffic forecasting: Where we are and where we’re going1,248 cited
• 2014Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning1,140 cited
• 2013Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learning763 cited
• 2017Short-term forecasting of passenger demand under on-demand ride services: A spatio-temporal deep learning approach748 cited
• 2013Predicting Taxi–Passenger Demand Using Streaming Data739 cited
• 2015Large-Scale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory508 cited
• 2011Neural-Network-Based Models for Short-Term Traffic Flow Forecasting Using a Hybrid Exponential Smoothing and Levenberg–Marquardt Algorithm433 cited
• 2016Improving Traffic Flow Prediction With Weather Information in Connected Cars: A Deep Learning Approach376 cited
• 2016Economic analysis of ride-sourcing markets345 cited
• 2009