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Xiangen Xu
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Journal Articles

A deep learning model with spatio-temporal graph convolutional networks for river water quality prediction

Open Access
Juan Huan, Wenjie Liao, Yongchun Zheng, Xiangen Xu, Hao Zhang ...
Water Supply (2023) 23 (7): 2940–2957.
DOI: https://doi.org/10.2166/ws.2023.164
Date Online: 04 July 2023
View articletitled, A deep learning model with spatio-temporal graph convolutional networks for river water quality prediction View PDF for article titled, A deep learning model with spatio-temporal graph convolutional networks for river water quality prediction
Journal Articles

Multi-step prediction of dissolved oxygen in rivers based on random forest missing value imputation and attention mechanism coupled with recurrent neural network

Open Access
Juan Huan, Mingbao Li, Xiangen Xu, Hao Zhang, Beier Yang ...
Water Supply (2022) 22 (5): 5480–5493.
DOI: https://doi.org/10.2166/ws.2022.154
Date Online: 31 March 2022
View articletitled, Multi-step prediction of dissolved oxygen in rivers based on random forest missing value imputation and attention mechanism coupled with recurrent neural network View PDF for article titled, Multi-step prediction of dissolved oxygen in rivers based on random forest missing value imputation and attention mechanism coupled with recurrent neural network