A simple semantic kernel approach for SVM using higher-order paths.
Berna AltinelMurat Can GanizBanu DiriPublished in: INISTA (2014)
Keyphrases
- higher order
- support vector
- kernel function
- support vector machine svm
- kernel methods
- feature space
- natural language
- pairwise
- multi class
- support vector machine
- svm classifier
- high level
- decision function
- generalization ability
- domain ontology
- semantic information
- knn
- classification method
- natural images
- semantic annotation
- hyperplane
- similarity measure
- tree kernels
- machine learning
- kernel space