most citedAnalysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2018★ 4 cited

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

Xiongfeng Yan, Tinghua Ai

Machine learning methods such as convolutional neural networks (CNNs) are becoming an integral part of scientific research in many disciplines, spatial vector data often fail to be…

cs.CY2018

Evaluating Non-Motorized Transport Popularity of Urban Roads by Sports GPS Tracks

Wei Lu, Wei Yang, Tinghua Ai

Non-motorized transport is becoming increasingly important in urban development of cities in China. How to evaluate the non-motorized transport popularity of urban roads is an inte…