Road network pixelization: A traffic flow imputation method based on image restoration techniques

Author:

Wang RongORCID,Li MiaofeiORCID,Guo QingwangORCID,Xiao YunpengORCID,Yang ZhenyiORCID

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference43 articles.

1. Arjovsky, M., Chintala, S., & Bottou, L. (2017). Wasserstein generative adversarial networks. In International conference on machine learning.

2. Chengdu taxi GPS dataset;Castle,2023

3. A neural network approach for traffic prediction and routing with missing data imputation for intelligent transportation system;Chan;Expert Systems with Applications,2021

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5. A Bayesian tensor decomposition approach for spatiotemporal traffic data imputation;Chen;Transportation Research Part C (Emerging Technologies),2019

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1. A Review of Research on Traffic Flow Prediction Methods Based on Deep Learning;Proceedings of the 2024 International Conference on Digital Society and Artificial Intelligence;2024-05-24

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