The Application of Genetic Algorithms to Data Synthesis: A Comparison of Three Crossover Methods.
Yingrui ChenMark ElliotDuncan SmithPublished in: PSD (2018)
Keyphrases
- data sets
- data mining methods
- data structure
- statistical methods
- synthetic data
- high dimensional data
- statistical analysis
- human experts
- data collection
- learned models
- computational cost
- experimental data
- raw data
- spectral clustering
- small number
- end users
- computer systems
- significant improvement
- incomplete data
- decision trees
- original data
- noisy data
- data representations
- knowledge discovery
- genetic algorithm
- artificial neural networks
- data distribution
- database
- genetic programming