Learning to Predict Bus Arrival Time From Heterogeneous Measurements via Recurrent Neural Network

IEEE Transactions on Intelligent Transportation Systems(2019)

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摘要
Bus arrival time prediction intends to improve the level of the services provided by transportation agencies. Intuitively, many stochastic factors affect the predictability of the arrival time, e.g., weather and local events. Moreover, the arrival time prediction for a current station is closely correlated with that of multiple passed stations. Motivated by the observations above, this paper propo...
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关键词
Global Positioning System,Time measurement,Recurrent neural networks,Task analysis,Transportation,Support vector machines
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