A Hybrid GP-KNN Imputation for Symbolic Regression with Missing Values.
Baligh Al-HelaliQi ChenBing XueMengjie ZhangPublished in: Australasian Conference on Artificial Intelligence (2018)
Keyphrases
- missing values
- symbolic regression
- knn
- genetic programming
- k nearest neighbor
- imputation methods
- missing data
- data imputation
- nearest neighbor
- k nearest neighbour
- gene expression programming
- fitness function
- evolutionary computation
- missing data imputation
- high dimensional data
- incomplete data
- text categorization
- evolutionary algorithm
- distance function
- regression problems
- neural network
- classification algorithm
- hyperparameters
- parameter optimization
- support vector machine svm
- text classification
- multiple imputation
- genetic algorithm
- genetic algorithm ga
- machine learning