A Multi-Objective Hybrid Filter-Wrapper Evolutionary Approach for Feature Construction on High-Dimensional Data.
Marwa HammamiSlim BechikhChih-Cheng HungLamjed Ben SaidPublished in: CEC (2018)
Keyphrases
- high dimensional data
- feature construction
- multi objective
- dimension reduction
- feature selection
- dimensionality reduction
- genetic algorithm
- genetic programming
- evolutionary algorithm
- high dimensional
- low dimensional
- nearest neighbor
- data representation
- high dimensionality
- concept learning
- evolutionary computation
- data sets
- data points
- similarity search
- subspace clustering
- machine learning
- rule learning
- decision trees
- data analysis
- data distribution
- particle swarm optimization
- feature space
- objective function
- supervised learning
- fitness function
- linear discriminant analysis
- similarity measure
- multi dimensional
- principal component analysis
- information extraction
- simulated annealing
- knn
- text classification
- feature extraction
- input data