GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks

Keyphrases

• Graph Neural Network 100%
• Neural Network Classifier 33%
• Sampling Algorithm 33%
• Relation Information 33%
• Node Classification 33%
• Synthetic Minority Oversampling Technique (SMOTE) 33%
• Assure 16%
• Learning Techniques 16%
• Over Sampling 16%
• Node Attributes 16%
• Suboptimal Performance 16%
• Large Margin 16%
• Imbalanced Learning 16%
• Graph Learning 16%
• Network Addressing 16%
• Embedding Space 16%
• Learning on Graphs 16%
• Minority Class 16%
• Input Domain 16%
• State-of-the-art Performance 16%

Computer Science

• Graph Neural Network 100%
• Node Classification 100%
• Sampling Algorithm 33%
• Optimal Performance 16%
• Classification Task 16%
• Learning Technique 16%
• Network Address 16%
• Research Topic 16%
• Art Performance 16%
• Embedding Space 16%
• Minority Class 16%