Deep learning for missing value imputation of continuous data and the effect of data discretization.
Wei-Chao LinChih-Fong TsaiJia Rong ZhongPublished in: Knowl. Based Syst. (2022)
Keyphrases
- missing values
- continuous data
- missing data
- discrete data
- deep learning
- data sets
- training data
- data points
- data imputation
- data analysis
- co occurrence
- noisy data
- incomplete data
- knowledge discovery
- continuous attributes
- data mining
- text classification
- high dimensional data
- learning strategies
- text mining
- data streams
- multiple imputation