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MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction 期刊论文
INFORMATION FUSION, 2025, 卷号: 113, 页码: 15
作者:  Yu, Chengqing;  Wang, Fei;  Wang, Yilun;  Shao, Zezhi;  Sun, Tao;  Yao, Di;  Xu, Yongjun
收藏  |  浏览/下载:3/0  |  提交时间:2024/12/06
Air quality prediction  Multi-Granularity Spatiotemporal Fusion  Transformer  Spatiotemporal correlation  Multi-source information fusion  
WGformer: A Weibull-Gaussian Informer based model for wind speed prediction 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 卷号: 131, 页码: 20
作者:  Shi, Ziyi;  Li, Jia;  Jiang, Zheyuan;  Li, Huang;  Yu, Chengqing;  Mi, Xiwei
收藏  |  浏览/下载:15/0  |  提交时间:2024/05/20
Wind speed forecasting  Weibull-Gaussian transform  Informer  Kernel mean square error loss  Deep learning  
A New Feature Based Deep Attention Sales Forecasting Model for Enterprise Sustainable Development 期刊论文
SUSTAINABILITY, 2022, 卷号: 14, 期号: 19, 页码: 18
作者:  Huang, Jian;  Chen, Qinyu;  Yu, Chengqing
收藏  |  浏览/下载:20/0  |  提交时间:2023/07/12
enterprise sustainable development  E-commerce  sales forecasting  feature engineering  deep learning  attention mechanism  
A dynamic ensemble deep deterministic policy gradient recursive network for spatiotemporal traffic speed forecasting in an urban road network 期刊论文
DIGITAL SIGNAL PROCESSING, 2022, 卷号: 129, 页码: 16
作者:  Mi, Xiwei;  Yu, Chengqing;  Liu, Xinwei;  Yan, Guangxi;  Yu, Fuhao;  Shang, Pan
收藏  |  浏览/下载:21/0  |  提交时间:2023/07/12
Spatiotemporal traffic speed forecasting  Deep deterministic policy gradient  Simple recursive network  Temporal convolution network