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Machine learning for real-time demand forecasting

Xu, Runmin, S.M. Massachusetts Institute of Technology (Massachusetts Institute of Technology, 2015)

For a taxi company, the capability to forecast taxi demand distribution in advance provides valuable decision supports. This thesis studies real-time forecasting system of spatiotemporal taxi demand based on machine learning ...