Credit Risk Assessment Algorithm Using Deep Neural Networks with Clustering and Merging.
Ying LiXianghong LinXiangwen WangFanqi ShenZuzheng GongPublished in: CIS (2017)
Keyphrases
- k means
- clustering method
- neural network
- merging algorithm
- experimental evaluation
- clustering algorithm
- learning algorithm
- hierarchical clustering
- computational cost
- objective function
- synthetic datasets
- high accuracy
- optimization algorithm
- data clustering
- matching algorithm
- training algorithm
- spectral clustering
- self organizing maps
- detection algorithm
- particle swarm optimization
- computational complexity
- dynamic programming
- distance metric
- times faster
- unsupervised learning
- optimal solution
- worst case
- synthetic and real datasets
- hierarchical clustering algorithm
- multi objective