Evaluating Graph Kernel Methods for Relation Discovery in GO-Annotated Clusters.
Daniele MericoItalo ZoppisMarco AntoniottiGiancarlo MauriPublished in: KES (3) (2007)
Keyphrases
- kernel methods
- graph kernels
- graph clustering
- kernel based clustering
- kernel function
- learning problems
- support vector
- machine learning
- kernel matrix
- similarity function
- clustering algorithm
- kernel matrices
- support vector machine
- feature space
- kernel pca
- similarity matrix
- multiple kernel
- weighted graph
- input space
- high dimensional feature space
- reproducing kernel hilbert space
- kernel ridge regression
- data mining
- kernel trick
- structured data
- decision trees
- document clustering
- kernel learning
- normalized cut
- multiple kernel learning
- fuzzy c means
- data points
- cluster analysis