Improving Kernel Methods through Complex Data Mapping.
Hang ZhouFabio T. RamosEric NettletonPublished in: ICDM (2010)
Keyphrases
- complex data
- kernel methods
- high dimensional feature space
- kernel function
- feature space
- learning problems
- support vector
- machine learning
- support vector machine
- kernel matrix
- kernel pca
- reproducing kernel hilbert space
- similarity function
- multiple kernel learning
- high dimensional data
- kernel ridge regression
- kernel matrices
- kernel trick
- kernel based clustering
- areas of data mining
- data mining
- graph kernels
- kernel learning
- feature selection
- similarity measure