Côd QR

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,...

Disgrifiad llawn

Wedi'i Gadw mewn:
Prif Awduron: Xinwei Ma, Yurui Yin, Yuchuan Jin, Mingjia He, Minqing Zhu
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2022-01-01
Cyfres:Applied Sciences
Pynciau:
bike-sharing
demand prediction
Graph Convolutional Network (GCN)
Long Short-Term Memory (LSTM)
attent ion mechanism
Mynediad Ar-lein:https://www.mdpi.com/2076-3417/12/3/1161
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Eitemau Tebyg