Missing data imputation using decision trees and fuzzy clustering with iterative learning.
Sanaz NikfalazarChung-Hsing YehSusan E. BedingfieldHadi Akbarzadeh KhorshidiPublished in: Knowl. Inf. Syst. (2020)
Keyphrases
- fuzzy clustering
- iterative learning
- missing data imputation
- decision trees
- fuzzy c means
- missing values
- fuzzy clustering algorithm
- fuzzy clustering algorithms
- membership functions
- machine learning algorithms
- incremental learning
- error reduction
- clustering algorithm
- naive bayes
- training data
- machine learning
- decision rules
- cluster analysis
- base classifiers
- fuzzy sets
- knowledge discovery
- probabilistic model
- nearest neighbour
- website