Kernel Methods for Document Filtering.
Nicola CanceddaCyril GoutteJean-Michel RendersNicolò Cesa-BianchiAlex ConconiYaoyong LiJohn Shawe-TaylorAlexei VinokourovThore GraepelClaudio GentilePublished in: TREC (2002)
Keyphrases
- kernel methods
- learning problems
- support vector
- kernel function
- feature space
- support vector machine
- kernel matrix
- similarity function
- machine learning
- reproducing kernel hilbert space
- kernel fisher discriminant analysis
- multiple kernel
- high dimensional feature space
- kernel matrices
- document clustering
- learning tasks
- kernel ridge regression
- feature selection
- data sets
- positive semidefinite
- reproducing kernel
- kernel trick
- kernel principal component analysis
- graph kernels
- singular value decomposition
- linear combination
- neural network