Dong Xinpin

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In this paper, we propose a online boosting nonparametric regression (OBNR) model for traffic flow forecasting, which can work effectively under abnormal traffic conditions. The model is composed of two part: the base part and the boosting part. The base part deals with normal prediction, while the boosting part constructed in a gradient boosting way adapts(More)
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