An ensemble prediction model for train delays

Rahul Nair,Thanh Lam Hoang,Marco Laumanns,Bei Chen, Randall Cogill,Jácint Szabó, Thomas Walter

Transportation Research Part C: Emerging Technologies（2019）

引用 51|浏览44

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摘要

•Data-driven train delay forecasting using machine learning at scale.•Using operational data from Deutsche Bahn for 25,000 trains daily.•Online method combines machine learning and simulation.•Key pre-processing steps handled automatically.

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关键词

Train delays,Machine learning,Data mining,Big data

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