Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values.
Liyong ZhangWei LuXiaodong LiuWitold PedryczChongquan ZhongPublished in: Knowl. Based Syst. (2016)
Keyphrases
- incomplete data
- missing values
- fuzzy c means clustering
- information granules
- missing data
- incomplete data sets
- bayesian networks
- fuzzy c means
- granular computing
- approximate reasoning
- fuzzy model
- membership functions
- multiple imputation
- fuzzy sets
- probabilistic model
- missing attribute values
- clustering method
- rough sets
- high dimensional data
- data sets
- maximum likelihood
- decision trees
- database
- fuzzy clustering
- fuzzy rules
- knn
- imputation methods
- data analysis
- training data