Min Yang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Multiple Scales

Hierarchically Structured

Convolutional Neural Networks

Top Venues

ISPRS Int. J. Geo Inf.

Int. J. Geogr. Inf. Sci.

Publications

Bo Kong, Tinghua Ai, Xinyan Zou, Xiongfeng Yan, Min Yang
A graph-based neural network approach to integrate multi-source data for urban building function classification. Comput. Environ. Urban Syst. 110 (2024)
Huafei Yu, Tinghua Ai, Min Yang, Weiming Huang, Lars Harrie
A graph autoencoder network to measure the geometric similarity of drainage networks in scaling transformation. Int. J. Digit. Earth 16 (1) (2023)
Huafei Yu, Tinghua Ai, Min Yang, Lina Huang, Aji Gao
Automatic segmentation of parallel drainage patterns supported by a graph convolution neural network. Expert Syst. Appl. 211 (2023)
Lu Wang, Tinghua Ai, Dirk Burghardt, Yilang Shen, Min Yang
A hexagon-based method for polygon generalization using morphological operators. Int. J. Geogr. Inf. Sci. 37 (1) (2023)
Rui Xin, Linfang Ding, Bo Ai, Min Yang, Ruoxin Zhu, Bin Cao, Liqiu Meng
Geospatial Network Analysis and Origin-Destination Clustering of Bike-Sharing Activities during the COVID-19 Pandemic. ISPRS Int. J. Geo Inf. 12 (1) (2023)
Huafei Yu, Tinghua Ai, Min Yang, Jingzhong Li, Lu Wang, Aji Gao, Tianyuan Xiao, Zhe Zhou
Integrating domain knowledge and graph convolutional neural networks to support river network selection. Trans. GIS 27 (7) (2023)
Xiongfeng Yan, Min Yang
A Comparative Study of Various Deep Learning Approaches to Shape Encoding of Planar Geospatial Objects. ISPRS Int. J. Geo Inf. 11 (10) (2022)
Min Yang, Lingya Cheng, Minjun Cao, Xiongfeng Yan
A Stacking Ensemble Learning Method to Classify the Patterns of Complex Road Junctions. ISPRS Int. J. Geo Inf. 11 (10) (2022)
Zijian Wan, Lianying Li, Huafei Yu, Min Yang
A Long Short-Term Memory-Based Approach for Detecting Turns and Generating Road Intersections from Vehicle Trajectories. Sensors 22 (18) (2022)
Min Yang, Tuo Yuan, Xiongfeng Yan, Tinghua Ai, Chenjun Jiang
A hybrid approach to building simplification with an evaluator from a backpropagation neural network. Int. J. Geogr. Inf. Sci. 36 (2) (2022)
Min Yang, Haoran Huang, Yiqi Zhang, Xiongfeng Yan
Pattern Recognition and Segmentation of Administrative Boundaries Using a One-Dimensional Convolutional Neural Network and Grid Shape Context Descriptor. ISPRS Int. J. Geo Inf. 11 (9) (2022)
Huafei Yu, Tinghua Ai, Min Yang, Lina Huang, Jiaming Yuan
A recognition method for drainage patterns using a graph convolutional network. Int. J. Appl. Earth Obs. Geoinformation 107 (2022)
Min Yang, Chenjun Jiang, Xiongfeng Yan, Tinghua Ai, Minjun Cao, Wenyuan Chen
Detecting interchanges in road networks using a graph convolutional network approach. Int. J. Geogr. Inf. Sci. 36 (6) (2022)
Rui Xin, Tinghua Ai, Ruoxin Zhu, Bo Ai, Min Yang, Liqiu Meng
A Multi-Scale Virtual Terrain for Hierarchically Structured Non-Location Data. ISPRS Int. J. Geo Inf. 10 (6) (2021)
Xiongfeng Yan, Tinghua Ai, Min Yang, Xiaohua Tong
Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps. Int. J. Geogr. Inf. Sci. 35 (3) (2021)
Yi Xiao, Tinghua Ai, Min Yang, Xiang Zhang
A Multi-Scale Representation of Point-of-Interest (POI) Features in Indoor Map Visualization. ISPRS Int. J. Geo Inf. 9 (4) (2020)
Yilang Shen, Tinghua Ai, Wende Li, Min Yang, Yu Feng
A polygon aggregation method with global feature preservation using superpixel segmentation. Comput. Environ. Urban Syst. 75 (2019)
Yilang Shen, Tinghua Ai, Min Yang
Extracting Centerlines From Dual-Line Roads Using Superpixel Segmentation. IEEE Access 7 (2019)
Tinghua Ai, Rui Xin, Xiongfeng Yan, Min Yang, Bo Ai
Shape Decision-Making in Map-Like Visualization Design Using the Simulated Annealing Algorithm. IEEE Access 7 (2019)
Xiang Zhang, Weijun Yin, Min Yang, Tinghua Ai, Jantien E. Stoter
Updating authoritative spatial data from timely sources: A multiple representation approach. Int. J. Appl. Earth Obs. Geoinformation 72 (2018)
Min Yang, Tinghua Ai, Xiongfeng Yan, Yuanyuan Chen, Xiang Zhang
A map-algebra-based method for automatic change detection and spatial data updating across multiple scales. Trans. GIS 22 (2) (2018)
Wenhao Yu, Tinghua Ai, Jingzhong Li, Min Yang, Yun Shuai
Potential Change of Spatial Accessibility to Health Services With the Opening of Private Streets in Shenzhen, China. IEEE Access 6 (2018)
Jingzhong Li, Tinghua Ai, Pengcheng Liu, Min Yang
Continuous Scale Transformations of Linear Features Using Simulated Annealing-Based Morphing. ISPRS Int. J. Geo Inf. 6 (8) (2017)
Tinghua Ai, Shu Ke, Min Yang, Jingzhong Li
Envelope generation and simplification of polylines using Delaunay triangulation. Int. J. Geogr. Inf. Sci. 31 (2) (2017)
Lina Huang, Tinghua Ai, Peter van Oosterom, Xiongfeng Yan, Min Yang
A Matrix-Based Structure for Vario-Scale Vector Representation over a Wide Range of Map Scales: The Case of River Network Data. ISPRS Int. J. Geo Inf. 6 (7) (2017)
Tinghua Ai, Xiang Zhang, Qi Zhou, Min Yang
A vector field model to handle the displacement of multiple conflicts in building generalization. Int. J. Geogr. Inf. Sci. 29 (8) (2015)
Tinghua Ai, Xiaoqiang Cheng, Pengcheng Liu, Min Yang
A shape analysis and template matching of building features by the Fourier transform method. Comput. Environ. Urban Syst. 41 (2013)