Xiongfeng Yan
Tongji University(CN)
Publications by Year
Research Areas
Geographic Information Systems Studies, Automated Road and Building Extraction, Astro and Planetary Science, Planetary Science and Exploration, Image Retrieval and Classification Techniques
Most-Cited Works
- → A graph convolutional neural network for classification of building patterns using spatial vector data(2019)257 cited
- → Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps(2020)103 cited
- → Classifying urban functional regions by integrating buildings and points-of-interest using a stacking ensemble method(2022)56 cited
- → A graph-based neural network approach to integrate multi-source data for urban building function classification(2024)51 cited
- → Template Matching and Simplification Method for Building Features Based on Shape Cognition(2017)46 cited
- → A graph deep learning approach for urban building grouping(2020)43 cited
- → A hybrid approach to building simplification with an evaluator from a backpropagation neural network(2021)40 cited
- → Detecting interchanges in road networks using a graph convolutional network approach(2022)38 cited
- → Spatiotemporal spread pattern of the COVID-19 cases in China(2020)34 cited
- → Urban-rural disparities of carbon storage dynamics in China's human settlements driven by population and economic growth(2023)32 cited