Optimization of missing value imputation for neural networks.
Jongmin HanSeokho KangPublished in: Inf. Sci. (2023)
Keyphrases
- missing values
- neural network
- data imputation
- missing data
- incomplete data
- incomplete data sets
- missing data imputation
- high dimensional data
- pattern recognition
- optimization algorithm
- fuzzy logic
- genetic algorithm
- highly non linear
- missing information
- neural network model
- optimization problems
- data matrix
- artificial neural networks
- optimization method
- multiple imputation
- nearest neighbor
- back propagation
- feature values
- maximum likelihood