Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf, Max Welling · arXiv (Cornell University) · 2016 · 8.1K citations · Full text

Engineering, Machine Learning, Network Analysis +17

Geometric Deep Learning: Going beyond Euclidean data

Michael M. Bronstein, Joan Bruna, Yann LeCun et al. · IEEE Signal Processing Magazine · 2017 · 3.5K citations · Full text

An Introduction to Spatial Econometrics

James P. LeSage · Revue d économie industrielle · 2008 · 3K citations · Full text

Spatial Economics, Economics, Quantitative Spatial Model +12

T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction

Ling Zhao, Yujiao Song, Chao Zhang et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 3K citations · Full text

Wavelets on graphs via spectral graph theory

David K. Hammond, Pierre Vandergheynst, Rémi Gribonval · Applied and Computational Harmonic Analysis · 2010 · 2.1K citations · Full text

Spectral Theory, Engineering, Graph Theory +6