On Granular Rough Computing: Handling Missing Values by Means of Homogeneous Granulation.
Piotr ArtiemjewKrzysztof RopiakPublished in: Comput. (2020)
Keyphrases
- missing values
- rough sets
- granular computing
- missing data
- incomplete data
- rough set theory
- missing data imputation
- high dimensional data
- data imputation
- information granules
- fuzzy sets
- feature values
- data matrix
- incomplete data sets
- multiple imputation
- missing information
- feature selection
- approximate reasoning
- exponential family
- domain knowledge
- matrix completion
- high dimensional
- data analysis
- machine learning