A Systematic Review of Machine Learning and Explainable Artificial Intelligence (XAI) in Credit Risk Modelling.
Yi Sheng HengPreethi SubramanianPublished in: FTC (1) (2022)
Keyphrases
- credit risk
- systematic review
- artificial intelligence
- machine learning
- credit risk evaluation
- computational intelligence
- evaluation method
- empirical studies
- credit scoring
- risk analysis
- natural language processing
- commercial banks
- financial data
- expert systems
- fraud detection
- exchange rate
- knowledge discovery
- feature selection
- data analysis
- information systems
- machine learning methods
- pattern recognition
- decision trees
- text classification
- survival analysis
- support vector machine svm
- neural network
- rough sets
- data mining