Imputation of Missing Values through Profiling Metadata.
Bernardo BreveLoredana CaruccioVincenzo DeufemiaGiuseppe PolesePublished in: SEBD (2022)
Keyphrases
- missing values
- metadata
- missing data
- data imputation
- incomplete data
- missing data imputation
- data matrix
- high dimensional data
- multiple imputation
- imputation methods
- semantic information
- machine learning
- feature values
- database
- missing information
- data cleaning
- databases
- data warehouse
- exponential family
- data sets
- domain knowledge
- neural network