Xiongfeng Yan

发表

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

Min Yang, Tinghua Ai, Xiongfeng Yan, 2019, ISPRS Journal of Photogrammetry and Remote Sensing.

Constrained trajectory simplification with speed preservation

Min Yang, Xiongfeng Yan, Xiang Zhang, 2020 .

Template Matching and Simplification Method for Building Features Based on Shape Cognition

Xiang Zhang, Tinghua Ai, Xiongfeng Yan, 2017, ISPRS Int. J. Geo Inf..

A Matrix-Based Structure for Vario-Scale Vector Representation over a Wide Range of Map Scales: The Case of River Network Data

Tinghua Ai, Xiongfeng Yan, Peter van Oosterom, 2017, ISPRS Int. J. Geo Inf..

A map-algebra-based method for automatic change detection and spatial data updating across multiple scales

Xiang Zhang, Tinghua Ai, Xiongfeng Yan, 2018, Trans. GIS.

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

Xiaohua Tong, Xiongfeng Yan, Min Yang, 2020, Int. J. Geogr. Inf. Sci..

Shape Decision-Making in Map-Like Visualization Design Using the Simulated Annealing Algorithm

Min Yang, Bo Ai, Tinghua Ai, 2019, IEEE Access.

Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network (Short Paper)

Tinghua Ai, Xiongfeng Yan, 2018, GIScience.

Building Typification in Map Generalization Using Affinity Propagation Clustering

Xiongfeng Yan, Min Yang, Haoran Huang, 2021, ISPRS Int. J. Geo Inf..

A hybrid approach to building simplification with an evaluator from a backpropagation neural network

Tinghua Ai, Xiongfeng Yan, Min Yang, 2021, Int. J. Geogr. Inf. Sci..