IFGAN: Missing Value Imputation using Feature-specific Generative Adversarial Networks.
Wei QiuYangsibo HuangQuanzheng LiPublished in: IEEE BigData (2020)
Keyphrases
- missing values
- missing data
- data imputation
- feature values
- incomplete data
- missing data imputation
- high level
- imputation methods
- data matrix
- generative model
- high dimensional data
- neural network
- noisy data
- network structure
- feature vectors
- missing information
- image features
- multiple imputation
- complex networks
- text classification
- social networks
- database
- incomplete data sets