Tinghua Ai

A graph convolutional neural network for classification of building patterns using spatial vector data

Xiongfeng Yan, Tinghua Ai, Min Yang et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 255 citations · Full text

Geometric Learning, Graph Representation Learning, Machine Learning +19

Automated building generalization based on urban morphology and Gestalt theory

Zhilin Li, Haowen Yan, Tinghua Ai et al. · International Journal of Geographical Information Systems · 2004 · 171 citations

Urban Modelling, Building Design, Social Sciences +18

The analysis and delimitation of Central Business District using network kernel density estimation

Wenhao Yu, Tinghua Ai, Shiwei Shao · Journal of Transport Geography · 2015 · 163 citations

Central Business District, Network Science, Engineering +9

Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps

Xiongfeng Yan, Tinghua Ai, Min Yang et al. · International Journal of Geographical Information Systems · 2020 · 102 citations

Gcae Model, Geometric Learning, Engineering +24

Building pattern recognition in topographic data: examples on collinear and curvilinear alignments

Xiang Zhang, Tinghua Ai, Jantien Stoter et al. · GeoInformatica · 2011 · 94 citations · Full text

Curvilinear Alignments, Engineering, Structural Pattern Recognition +21