Short-Term Bus Passenger Flow Prediction Based on Graph Diffusion Convolutional Recurrent Neural Network

Short-Term Bus Passenger Flow Prediction Based on Graph Diffusion Convolutional Recurrent Neural Network

The short-term bus passenger flow prediction of each bus line in a transit network is the basis of real-time cross-line bus dispatching, which ensures the efficient utilization of bus vehicle resources. As bus passengers transfer between different lines, to increase the accuracy of prediction, we in...

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Bibliographic Details
Main Authors: Xubin Zhai, Yu Shen
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
bus transit
passenger flow prediction
spatiotemporal dependencies
graph convolution
recurrent neural network
Online Access:https://www.mdpi.com/2076-3417/13/8/4910

Internet

https://www.mdpi.com/2076-3417/13/8/4910

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