Multiple feature construction in classification on high-dimensional data using GP.
Binh TranMengjie ZhangBing XuePublished in: SSCI (2016)
Keyphrases
- high dimensional data
- feature construction
- genetic programming
- dimension reduction
- regression problems
- high dimensionality
- dimensionality reduction
- high dimensional
- data representation
- low dimensional
- decision trees
- subspace clustering
- rule learning
- machine learning
- nearest neighbor
- data points
- data analysis
- data sets
- similarity search
- linear discriminant analysis
- concept learning
- feature selection
- data distribution
- supervised learning
- text classification
- support vector machine svm
- classification rules
- multivariate temporal data
- class labels
- pattern recognition
- feature extraction
- microarray
- decision rules
- unsupervised learning
- evolutionary algorithm
- pairwise
- similarity measure