Data-Driven Multi-step Demand Prediction for Ride-hailing Services Using Convolutional Neural Network

8 Nov 2019Chao WangYi HouMatthew Barth

Ride-hailing services are growing rapidly and becoming one of the most disruptive technologies in the transportation realm. Accurate prediction of ride-hailing trip demand not only enables cities to better understand people's activity patterns, but also helps ride-hailing companies and drivers make informed decisions to reduce deadheading vehicle miles traveled, traffic congestion, and energy consumption... (read more)

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