Applying data mining algorithms to inpatient dataset with missing values.
Peng LiuElia El-DarziLei LeiChristos VasilakisPanagiotis ChountasWei HuangPublished in: J. Enterp. Inf. Manag. (2008)
Keyphrases
- missing values
- data mining algorithms
- data mining
- imputation methods
- missing data
- knowledge discovery
- preprocessing
- data mining framework
- data mining techniques
- incomplete data
- data mining methods
- missing data imputation
- data imputation
- data mining tasks
- data mining applications
- high dimensional data
- distance function
- data analysis
- itemsets
- distance measure
- missing information
- databases
- expectation maximization
- knn
- data structure
- machine learning
- neural network