Missing value imputation using a fuzzy clustering-based EM approach.
Md. Geaur RahmanMd Zahidul IslamPublished in: Knowl. Inf. Syst. (2016)
Keyphrases
- missing values
- missing data
- data imputation
- fuzzy sets
- incomplete data
- expectation maximization
- fuzzy logic
- incomplete data sets
- multiple imputation
- high dimensional data
- em algorithm
- membership functions
- mixture model
- fuzzy rules
- noisy data
- imputation methods
- generative model
- missing data imputation
- data matrix
- computer vision
- maximum likelihood
- fuzzy numbers
- missing information
- feature values
- data analysis
- fuzzy clustering