Predicting bus travel time using machine learning methods with three-layer architecture
Measurement（2022）
Abstract
•How to address the automatic vehicle location data as time series is explained.•A new method with three-layer architecture is used to estimate the bus travel time.•A case study is presented using real data in Istanbul, Turkey.•The performance evaluation of various machine learning methods is provided.
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Key words
Bus arrival time,Machine learning,Time series,Prediction,Public transportation
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