Discriminative Graph Convolutional Networks for Semi-supervised Node Classification.
Guoguo AiHui YanYuxin ChenPublished in: ICTAI (2022)
Keyphrases
- semi supervised
- semi supervised classification
- supervised learning
- graph structure
- directed graph
- overlapping communities
- feature extraction
- semi supervised learning
- unsupervised learning
- classification accuracy
- label propagation
- co training
- labeled data
- restricted boltzmann machine
- discriminative learning
- labeled and unlabeled data
- label information
- pairwise
- training set
- feature selection
- machine learning
- active learning
- random walk
- class labels
- image classification
- unlabeled samples
- discriminative features
- edge weights
- graph mining
- community detection
- support vector
- training samples
- neighboring nodes
- graph construction
- network nodes
- degree distribution
- small world networks
- semi supervised clustering
- small world
- undirected graph
- complex networks
- unlabeled data
- feature space
- decision trees
- social networks