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Qinxin Liu

Hohai University

8 Focheng West Road

Jiangning District

Nanjing, 211100

China

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A Novel Model Combined with Deep Learning and Kalman Filter Augmentation for Route-Level Bus Arrival Time Prediction with Error Accumulation Mitigation

Number of pages: 46 Posted: 24 Dec 2024
Jinxing Shen, Qinxin Liu, Yining Zhang and MIAO YU
Hohai University, Hohai University, Hohai University and Hohai University
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Abstract:

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Attention mechanism (AM), Bayesian optimization (BO), Bus arrival time prediction, Kalman filter (KF), Long short-term memory (LSTM)