Addressing imbalance in graph datasets: Introducing GATE-GNN with graph ensemble weight attention and transfer learning for enhanced node classification.
Abdul Joseph FofanahDavid ChenLian WenShaoyang ZhangPublished in: Expert Syst. Appl. (2024)
Keyphrases
- transfer learning
- edge weights
- directed graph
- neural network
- text classification
- machine learning
- weighted graph
- feature selection
- feature vectors
- learning algorithm
- machine learning algorithms
- knowledge transfer
- cross domain learning
- data sets
- cross domain
- active learning
- training data
- unlabeled data
- text categorization
- labeled data
- collaborative filtering
- supervised learning
- ensemble methods
- multi task
- nearest neighbor
- data analysis
- multi task learning
- reinforcement learning
- label information