Building Sparse Multiple-Kernel SVM Classifiers.
Mingqing HuYiqiang ChenJames Tin-Yau KwokPublished in: IEEE Trans. Neural Networks (2009)
Keyphrases
- multiple kernel
- support vector machine
- svm classifier
- support vector machine svm
- multi class
- kernel methods
- support vector
- kernel function
- machine learning
- feature vectors
- image classification
- k nearest neighbor
- reduced set
- feature selection
- knn
- hyperplane
- training data
- support vectors
- training set
- string kernels
- multiple kernel learning
- cost sensitive
- kernel learning
- binary classification
- data mining
- linear combination
- multiple features
- learning tasks
- face recognition
- machine learning algorithms
- svm classification
- feature set