Data Dimension Reduction Using Rough Sets for Support Vector Classifier.
Genting YanGuangfu MaLiangkuan ZhuPublished in: RSKT (2006)
Keyphrases
- rough sets
- dimension reduction
- support vector
- data analysis
- high dimensional data
- training data
- rough set theory
- data points
- data sets
- input data
- feature extraction
- principal component analysis
- fuzzy logic
- support vector machine
- data reduction
- training samples
- high dimensional
- neural network
- feature vectors
- decision trees
- dimensionality reduction
- feature set
- image processing
- feature selection
- computer vision
- svm classifier
- decision rules
- data mining algorithms
- machine learning
- data mining
- feature subset