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20242026
most citedInterpreting core forms of urban morphology linked to urban functions with explainable graph neural network

11 citations · 12 across the 5 of their papers we have counts for

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physics.soc-ph2025

Reframing Spatial Dependence as Geographic Feature Attribution

Chuan Chen, Peng Luo

Spatial dependence, referring to the correlation between variable values observed at different geographic locations, is one of the most fundamental characteristics of spatial data.…

cs.CE2025★ 11 cited

Interpreting core forms of urban morphology linked to urban functions with explainable graph neural network

Dongsheng Chen, Yu Feng, Xun Li +3

Understanding the high-order relationship between urban form and function is essential for modeling the underlying mechanisms of sustainable urban systems. Nevertheless, it is chal…