Genetic programming for feature construction and selection in classification on high-dimensional data.
Binh TranBing XueMengjie ZhangPublished in: Memetic Comput. (2016)
Keyphrases
- feature construction
- genetic programming
- high dimensional data
- regression problems
- dimension reduction
- dimensionality reduction
- high dimensionality
- high dimensional
- low dimensional
- nearest neighbor
- fitness function
- data points
- data sets
- rule learning
- decision trees
- subspace clustering
- data representation
- machine learning
- concept learning
- evolutionary algorithm
- classification rules
- supervised learning
- similarity search
- data analysis
- genetic algorithm
- multivariate temporal data
- text classification
- feature space
- image processing
- data distribution
- input data
- pattern recognition
- computer vision
- linear discriminant analysis
- support vector machine svm