Enabling Graph Neural Networks for Semi-Supervised Risk Prediction in Online Credit Loan Services.
Hao TangCheng WangJianguo ZhengChangjun JiangPublished in: ACM Trans. Intell. Syst. Technol. (2024)
Keyphrases
- credit risk
- semi supervised
- neural network
- credit scoring
- risk analysis
- risk assessment
- label propagation
- semi supervised classification
- graph construction
- online services
- risk management
- prediction model
- online learning
- service providers
- prediction accuracy
- semi supervised learning
- random walk
- risk evaluation
- neural network ensemble
- pattern recognition
- pairwise
- labeled data
- service delivery
- financial institutions
- web services
- service oriented
- multi view
- financial data
- context aware
- service quality
- prediction error
- unlabeled data
- artificial neural networks to predict
- neural networks and support vector machines
- graph structure
- graph theory
- directed graph
- support vector machine svm
- text classification
- supervised learning
- genetic algorithm
- data mining technology
- multi layer perceptron
- multilayer perceptron
- radial basis function
- back propagation
- active learning
- artificial neural networks
- decision trees