Dynamic imputation for improved training of neural network with missing values.
Jongmin HanSeokho KangPublished in: Expert Syst. Appl. (2022)
Keyphrases
- missing values
- neural network
- missing data
- data imputation
- missing data imputation
- incomplete data
- high dimensional data
- artificial neural networks
- data matrix
- data cleaning
- missing information
- multiple imputation
- back propagation
- self organizing maps
- feature values
- incomplete data sets
- database
- imputation methods
- multi layer perceptron
- nearest neighbor
- training set
- radial basis function
- k nearest neighbor
- training data