A graph convolutional neural network for classification of building patterns using spatial vector data X Yan, T Ai, M Yang, H Yin ISPRS journal of photogrammetry and remote sensing 150, 259-273, 2019 | 220 | 2019 |
Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps X Yan, T Ai, M Yang, X Tong International Journal of Geographical Information Science 35 (3), 490-512, 2021 | 83 | 2021 |
A hybrid approach to building simplification with an evaluator from a backpropagation neural network M Yang, T Yuan, X Yan, T Ai, C Jiang International Journal of Geographical Information Science 36 (2), 280-309, 2022 | 40 | 2022 |
A graph deep learning approach for urban building grouping X Yan, T Ai, M Yang, X Tong, Q Liu Geocarto International 37 (10), 2944-2966, 2022 | 38 | 2022 |
Template matching and simplification method for building features based on shape cognition X Yan, T Ai, X Zhang ISPRS International Journal of Geo-Information 6 (8), 250, 2017 | 34 | 2017 |
Spatiotemporal spread pattern of the COVID-19 cases in China Y Feng, Q Li, X Tong, R Wang, S Zhai, C Gao, Z Lei, S Chen, Y Zhou, ... PLoS One 15 (12), e0244351, 2020 | 31 | 2020 |
Classifying urban functional regions by integrating buildings and points-of-interest using a stacking ensemble method M Yang, B Kong, R Dang, X Yan International Journal of Applied Earth Observation and Geoinformation 108 …, 2022 | 29 | 2022 |
Detecting interchanges in road networks using a graph convolutional network approach M Yang, C Jiang, X Yan, T Ai, M Cao, W Chen International Journal of Geographical Information Science 36 (6), 1119-1139, 2022 | 23 | 2022 |
A simplification of residential feature by the shape cognition and template matching method YAN Xiongfeng, AI Tinghua, Y Min Acta Geodaetica et Cartographica Sinica 45 (7), 874, 2016 | 23 | 2016 |
Grid pattern recognition in road networks based on graph convolution network model M WANG, T AI, X YAN, Y XIAO Geomatics and Information Science of Wuhan University 45 (12), 1960-1969, 2020 | 21 | 2020 |
A map‐algebra‐based method for automatic change detection and spatial data updating across multiple scales M Yang, T Ai, X Yan, Y Chen, X Zhang Transactions in GIS 22 (2), 435-454, 2018 | 20 | 2018 |
Urban-rural disparities of carbon storage dynamics in China's human settlements driven by population and economic growth H Jiang, H Guo, Z Sun, X Yan, J Zha, H Zhang, S Li Science of the Total Environment 871, 162092, 2023 | 10 | 2023 |
Pattern recognition and segmentation of administrative boundaries using a one-dimensional convolutional neural network and grid shape context descriptor M Yang, H Huang, Y Zhang, X Yan ISPRS International Journal of Geo-Information 11 (9), 461, 2022 | 8 | 2022 |
Simplification method of building polygon based on feature edges reconstruction YIN Shuo, YAN Xiaoming, YAN Xiongfeng Acta Geodaetica et Cartographica Sinica 49 (6), 703, 2020 | 8 | 2020 |
A matrix-based structure for vario-scale vector representation over a wide range of map scales: The case of river network data L Huang, T Ai, P Van Oosterom, X Yan, M Yang ISPRS International Journal of Geo-Information 6 (7), 218, 2017 | 8 | 2017 |
A novel approach for multiscale lunar crater detection by the use of path-profile and isolation forest based on high-resolution planetary images Y Wang, H Xie, Q Huang, Y Feng, X Yan, X Tong, S Liu, S Liu, X Xu, ... IEEE Transactions on Geoscience and Remote Sensing 60, 1-24, 2022 | 7 | 2022 |
Building typification in map generalization using affinity propagation clustering X Yan, H Chen, H Huang, Q Liu, M Yang ISPRS International Journal of Geo-Information 10 (11), 732, 2021 | 7 | 2021 |
Shape decision-making in map-like visualization design using the simulated annealing algorithm T Ai, R Xin, X Yan, M Yang, B Ai IEEE Access 7, 131577-131592, 2019 | 7 | 2019 |
A deep learning approach for polyline and building simplification based on graph autoencoder with flexible constraints X Yan, M Yang Cartography and Geographic Information Science 51 (1), 79-96, 2024 | 6 | 2024 |
An adaptive building simplification approach based on shape analysis and representation YAN Xiongfeng, Y Tuo, Y Min, K Bo, LIU Pengcheng Acta Geodaetica et Cartographica Sinica 51 (2), 269, 2022 | 5 | 2022 |