Mingshu Wang
Mingshu Wang
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Article-Journal
The impact of delayed urban rail projects on land prices in Hanoi, Vietnam
Uncovering the causal relationship between urban rail investments and the real estate market is critical for financing infrastructure …
Quang Cuong Doan
,
Mingshu Wang
,
Xiaohu Zhang
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Do foundation models work for geospatial tabular data? An investigation of TabPFN and a proposed enhancement based on geospatial sparse attention
Large-scale pretrained foundation models have transformed the machine learning paradigm. However, their applicability to Geospatial …
Rui Deng
,
Ziqi Li
,
Mingshu Wang
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What factors drive the vitality of rail transit station areas? An investigation of urban features in Tianjin, China
Rail transit station areas function as high-traffic nodes that merge mobility with commerce, services, and public life. However, …
Yuning Wang
,
Duanfang Lu
,
Jing Liang
,
Qianwen Wang
,
Mingshu Wang
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Zero-shot traffic flow prediction with foundation models: a comparison with deep learning approaches
Traffic flow prediction plays an important role in managing urban transportation systems, helping to reduce congestion and improve road …
Yue Li
,
Qunshan Zhao
,
Mingshu Wang
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Scotland’s twin referendums: revealing regional divides behind national votes
Scotland’s 2014 independence referendum and the 2016 EU referendum are often interpreted as politically aligned at the national scale, …
Craig Stewart
,
Xinyi Yuan
,
Mingshu Wang
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Unpacking China's land use and trade-driven land transfers through telecoupling
Understanding land use dynamics through the lens of interregional interactions is critical to achieving sustainable territorial …
Yaya Song
,
Xianjin Huang
,
Qianjing Li
,
Xinxian Qi
,
Rui Sun
,
Mingshu Wang
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An Academy of Nations? The enduring Eurocentrism of the Best International Feature Film Award
Although the Academy Award for Best International Feature Film is often promoted as a celebration of world cinema, its record tells a …
Sam McMillan
,
Xinyi Yuan
,
Mingshu Wang
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Where England's cities are growing: evidence from big building footprint data and explainable AI
Urban development is shaped by demographic and socio-economic factors, while simultaneously influencing these dynamics. Understanding …
Xinyi Yuan
,
Ziqi Li
,
Anahid Basiri
,
Mingshu Wang
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Shrinking cities in China's urban network: a data-driven exploration of migration and investment flows
Shrinking cities in China have garnered growing academic attention. However, most studies analyze these cities independently, …
Yuzhou Chen
,
Ran Tao
,
Qiwei Ma
,
Mingshu Wang
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Formalising the urban pattern language: a morphological paradigm towards understanding the multi-scalar spatial structure of cities
The urban form is a foundational element in urban analytics, planning, and design. However, systematic and consistent depiction of …
Cai Wu
,
Jiong Wang
,
Mingshu Wang
,
Filip Biljecki
,
Menno-Jan Kraak
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