Support vector machine with SOM-based quasi-linear kernel for nonlinear classification.
Yuling LinYong FuJinglu HuPublished in: IJCNN (2014)
Keyphrases
- support vector machine
- feature vectors
- svm classifier
- classification method
- support vector
- support vector machine svm
- classification algorithm
- pattern recognition
- classification accuracy
- feature space
- self organizing maps
- multi class
- neural network
- decision boundary
- machine learning
- unsupervised learning
- decision trees
- pattern classification
- generalization ability
- automatic classification
- svm classification
- kohonen self organizing map
- kernel function
- feature selection
- feature extraction
- model selection
- image classification
- kernel methods
- supervised learning
- classification models
- k means
- training set
- classification scheme
- small sample
- multi class support vector machines
- high classification accuracy
- kernel fisher
- benchmark datasets
- decision forest
- kernel principal component analysis
- training data
- k nearest neighbor