Multiple imputation method of missing credit risk assessment data based on generative adversarial networks.
Feng ZhaoYan LuXinning LiLina WangYingjie SongDeming FanCaiming ZhangXiaobo ChenPublished in: Appl. Soft Comput. (2022)
Keyphrases
- missing data
- data sets
- missing values
- training data
- database
- attribute values
- data imputation
- incomplete data
- data quality
- network structure
- image data
- data analysis
- pattern recognition
- decision trees
- knowledge discovery
- data points
- input data
- high dimensional data
- preprocessing
- face recognition
- learning algorithm
- information loss
- neural network