Imbalanced node classification with Graph Neural Networks: A unified approach leveraging homophily and label information.
Dingyang LvZhengjia XuJinghui ZhangYuchen WangFang DongPublished in: Appl. Soft Comput. (2024)
Keyphrases
- label information
- neural network
- pattern recognition
- semi supervised
- graph structure
- graph embedding
- label propagation
- class labels
- dimensionality reduction
- class imbalance
- feature extraction
- classification accuracy
- support vector
- data mining
- labeled data
- feature vectors
- training data
- decision trees
- transfer learning
- social networks
- support vector machine
- learning process
- text classification
- unlabeled data
- pairwise
- cost sensitive
- computer vision
- machine learning