Browsing by Author "Yihang Xiao"
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Distribution Analysis and Optimization of the Spatial Patterns of Commercial Service Facilities Based on Multisource Spatiotemporal Data and Graph Neural Networks: A Case Study of Beijing, ChinaYihang Xiao; Cunzhi Li; Zhiwu Zhou; Dongyang Hou; Xiaoguang ZhouDataset Analysis and Optimization of the Spatial Patterns of Commercial Service Facilities Based on Multisource Spatiotemporal Data and Graph Neural Networks: A Case Study of Beijing, China(MDPI AG, 2025) Yihang Xiao; Cunzhi Li; Zhiwu Zhou; Dongyang Hou; Xiaoguang ZhouDistribution Analysis and Optimization of the Spatial Patterns of Commercial Service Facilities Based on Multisource Spatiotemporal Data and Graph Neural Networks: A Case Study of Beijing, ChinaYihang Xiao; Cunzhi Li; Zhiwu Zhou; Dongyang Hou; Xiaoguang Zhou