Parallel proximal support vector machine for high-dimensional pattern classification.
Zhenfeng ZhuXingquan ZhuYangdong YeYue-Fei GuoXiangyang XuePublished in: CIKM (2012)
Keyphrases
- pattern classification
- high dimensional
- decision boundary
- support vector machine
- feature space
- feature extraction
- pattern recognition
- maximum margin
- radial basis function neural network
- nearest neighbor rule
- low dimensional
- probabilistic neural network
- kernel function
- mass spectrometry data
- pattern classification problems
- vowel recognition
- svm classifier
- high dimensional data
- similarity search
- dimensionality reduction
- fuzzy classifier
- training data
- feature selection
- support vector machine svm
- data sets
- learning algorithm
- support vector
- image retrieval
- feature vectors
- neural network
- similarity measure
- training set
- kernel principal component analysis
- functional magnetic resonance imaging
- data points
- nearest neighbor
- manifold learning
- k nearest neighbor
- gene expression data
- high dimensionality
- classification method