Exploiting nearest neighbor data and fuzzy membership function to address missing values in classification.
Kurnia MuludiRevita SetianingsihRidho SholehurrohmanAkmal JunaidiPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- missing values
- nearest neighbor
- high dimensional data
- missing data
- incomplete data
- data sets
- original data
- training set
- data mining
- fuzzy membership functions
- data analysis
- incomplete data sets
- k nearest neighbor
- fuzzy logic
- data points
- training data
- expert systems
- feature extraction
- decision trees
- feature selection
- multiple imputation
- data imputation
- artificial intelligence