An Ensemble of Fuzzy Sets and Least Squares Support Vector Machines Approach to Consumer Credit Risk Assessment.
Jingli LiuJianqi MaoLei ChenPublished in: BIFE (2012)
Keyphrases
- fuzzy sets
- least squares support vector machine
- ls svm
- fuzzy logic
- fuzzy set theory
- membership functions
- rough sets
- ensemble learning
- fuzzy rules
- fuzzy sets theory
- bp neural network
- least squares
- computational intelligence
- fuzzy relations
- ensemble methods
- fuzzy model
- support vector machine
- granular computing
- neural network
- fuzzy entropy
- statistical learning theory
- small sample
- learning algorithm
- improved algorithm
- base classifiers
- pattern recognition
- training data
- decision trees
- variable selection
- rbf neural network
- soft computing
- cross validation
- image classification
- artificial neural networks
- expert systems