Paper-Conference

Urban Boundaries, Social Barriers: A Benchmark and Vision-Centric Framework for Mapping Gated Communities and Equity Implications
This paper introduces a benchmark of residential compounds in the Greater Bay Area and a vision-centred multimodal approach to …
Minwei Zhao, Weiming Zhang, Jiawang Du, Qiming Liu, Weiming Zhuang, Pei Nie, Cai Wu
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From Visual Perception to Behavioral Insights: A Comprehensive Workflow for Collecting and Processing Human-Built Environment Interaction Data
This conference paper presents a workflow for collecting and processing data on how people interact with the built environment. It …
Yunlei Su, Wufan Zhao, Cai Wu
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GravityGNN: A Novel Graph Neural Network for Modelling Home-to-Work Spatial Flows in England
This conference paper develops a graph neural network approach to modelling commuting flows in England. It brings spatial interaction …
Minwei Zhao, Cai Wu
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A Spacematrix and Clustering Approach to understanding the morphology of Singapore's Housing Development Board (HDB) Estates
This conference paper combines Spacematrix indicators and clustering methods to analyse the morphology of Singapore’s HDB …
Cai Wu, Jiong Wang, Mingshu Wang, Menno-Jan Kraak
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Urban spatial structure from a street network perspective: mapping street patterns with random forest classification
Abstr act. Street patterns are planar street layouts in a given urban area, which serve as tools for researchers and urban planners to …
Cai Wu, Jiong Wang, Menno-Jan Kraak
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