Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:application |
Graph Classification
Link Prediction Node Classification |
| gptkbp:author |
Thomas N. Kipf, Max Welling
|
| gptkbp:basedOn |
gptkb:Spectral_Graph_Theory
|
| gptkbp:citation |
gptkb:Semi-Supervised_Classification_with_Graph_Convolutional_Networks
2017 |
| gptkbp:field |
gptkb:Machine_Learning
Deep Learning Graph Representation Learning |
| gptkbp:fullName |
Spectral Graph Convolutional Network
|
| https://www.w3.org/2000/01/rdf-schema#label |
Spectral GCN
|
| gptkbp:introduced |
gptkb:Thomas_Kipf
gptkb:Max_Welling |
| gptkbp:introducedIn |
2016
|
| gptkbp:limitation |
Scalability
Transductive Learning |
| gptkbp:publishedIn |
ICLR 2017
|
| gptkbp:relatedTo |
gptkb:ChebNet
gptkb:Spatial_GCN GCN (Graph Convolutional Network) |
| gptkbp:uses |
gptkb:Fourier_Transform
Graph Laplacian |
| gptkbp:bfsParent |
gptkb:Graph_Convolutional_Network
|
| gptkbp:bfsLayer |
6
|