A unifying view of explicit and implicit feature maps of graph kernels.
Nils M. KriegeMarion NeumannChristopher MorrisKristian KerstingPetra MutzelPublished in: Data Min. Knowl. Discov. (2019)
Keyphrases
- feature maps
- graph kernels
- kernel function
- kernel methods
- support vector
- feature space
- structured data
- support vector machine
- self organizing maps
- gaussian processes
- data representation
- kernel machines
- saliency map
- neural network
- co occurrence
- model selection
- data sets
- classification accuracy
- link prediction
- computer vision