Financial Loan Overdue Risk Detection via Meta-path-based Graph Neural Network.
Jinze ChenJieli LiuZhiying WuShanhe ZhaoQuanzhong LiJiajing WuPublished in: ISCAS (2023)
Keyphrases
- neural network
- credit risk
- risk management
- risk assessment
- risk analysis
- decision making
- financial risk
- decision support system
- detection rate
- graph theory
- financial institutions
- portfolio optimization
- graph representation
- graph model
- pattern recognition
- genetic algorithm
- graph transformation
- detection algorithm
- object detection
- artificial neural networks
- automatic detection
- detection method
- cash flow
- anomaly detection
- random walk
- credit scoring
- fuzzy logic
- high risk
- financial crisis
- commercial banks
- feed forward
- risk factors
- false alarms
- graph structure
- neural nets