Genetic programming for performance improvement and dimensionality reduction of classification problems.
Kourosh NeshatianMengjie ZhangPublished in: IEEE Congress on Evolutionary Computation (2008)
Keyphrases
- genetic programming
- dimensionality reduction
- fitness function
- symbolic regression
- principal component analysis
- genetic algorithm
- evolutionary computation
- evolutionary algorithm
- pattern recognition
- financial forecasting
- data representation
- feature extraction
- high dimensional
- regression problems
- dimensionality reduction methods
- gene expression programming
- structure preserving
- grammar guided genetic programming
- input space
- linear discriminant analysis
- high dimensional data
- low dimensional
- high dimensionality
- random projections
- feature selection
- information systems
- kernel learning
- data points
- clustering algorithm
- neural network
- pattern recognition and machine learning
- database