A Coupled Similarity Kernel for Pairwise Support Vector Machine.
Mu LiJinjiu LiYuming OuLongbing CaoPublished in: ADMI (2014)
Keyphrases
- similarity function
- pairwise
- support vector machine
- kernel methods
- similarity measure
- kernel function
- multi class
- support vector
- feature space
- distance function
- loss function
- similarity matrix
- feature vectors
- training data
- svm classifier
- distance measure
- machine learning
- kernel machines
- support vector machine svm
- gaussian kernel
- histogram intersection kernel
- pairwise similarities
- similarity metric
- kernel matrix
- polynomial kernels
- normalized cut
- positive semi definite
- point sets
- histogram intersection
- higher order
- training set
- gaussian processes
- linear classifiers
- semantic similarity
- similarity measurement
- markov random field
- reproducing kernel hilbert space
- semi supervised
- svm classification
- rbf kernel
- spectral clustering
- tree kernels
- kernel pca
- multiple kernel learning
- support vector regression
- euclidean distance
- feature selection