Spatiotemporal Demand Prediction for Bike Sharing Based on WT-ConvLSTM

To accurately predict the spatiotemporal demand for bike sharing, a hybrid model integrating wavelet transform (WT), long short-term memory (LSTM), and convolutional neural network (CNN) was developed, referred to as the WT-convolutional LSTM (ConvLSTM) model. In this model, Spearman’s rank correlat...

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Bibliographic Details
Main Authors: Wenyun Tang, Chenyang Yang, Hanbing Wang, Jie Huang, Gen Li
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:Advances in Civil Engineering
Online Access:http://dx.doi.org/10.1155/adce/2551687
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