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A hybrid spatiotemporal model combining graph attention network and gated recurrent unit for regional composite air pollution prediction and collaborative control Journal article
Wang, Li, Hu, Baicheng, Zhao, Yuan, Song, Kunlin, Ma, Jianmin, Gao, Hong, Huang, Tao, Mao, Xiaoxuan. A hybrid spatiotemporal model combining graph attention network and gated recurrent unit for regional composite air pollution prediction and collaborative control[J]. Sustainable Cities and Society, 2024, 116, 105925.
Authors:  Wang, Li;  Hu, Baicheng;  Zhao, Yuan;  Song, Kunlin;  Ma, Jianmin; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:10.5/10.0 | Submit date：2024/12/26
Attention Matrix  Community Network  Gat-gru  Pm2.5, O3  
Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data Journal article
Jiexia Ye, Juanjuan Zhao, Furong Zheng, Chengzhong Xu. Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data[J]. NEURAL COMPUTING & APPLICATIONS, 2022, 35(4), 3325 - 3341.
Authors:  Jiexia Ye;  Juanjuan Zhao;  Furong Zheng;  Chengzhong Xu
Favorite | TC[WOS]:11 TC[Scopus]:13  IF:4.5/4.7 | Submit date：2023/01/30
Origin-destination Matrix Prediction  Destination Distribution Availability  Self-attention Mechanism  Temporal Convolution Network