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Short-Term Prediction of Bike-Sharing Demand Using Multi-Source Data: A Spatial-Temporal Graph Attentional LSTM Approach

As a convenient, economical, and eco-friendly travel mode, bike-sharing greatly improved urban mobility. However, it is often very difficult to achieve a balanced utilization of shared bikes due to the asymmetric spatio-temporal user demand distribution and the insufficient numbers of shared bikes,...

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書誌詳細
主要な著者: Xinwei Ma, Yurui Yin, Yuchuan Jin, Mingjia He, Minqing Zhu
フォーマット: Artigo
言語:Inglês
出版事項: MDPI AG 2022-01-01
シリーズ:Applied Sciences
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オンライン・アクセス:https://www.mdpi.com/2076-3417/12/3/1161
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