Substructure counting graph kernels for machine learning from RDF data.
Gerben Klaas Dirk de VriesSteven de RooijPublished in: J. Web Semant. (2015)
Keyphrases
- graph kernels
- rdf data
- machine learning
- graph data
- kernel methods
- structured data
- linked data
- query language
- semantic web
- storage and retrieval
- graph databases
- graph patterns
- regular expressions
- gaussian processes
- graph mining
- kernel function
- semi supervised learning
- kernel machines
- feature selection
- web resources
- data representation
- data model
- information extraction
- query processing
- support vector
- data mining
- databases
- relational data
- pattern mining
- learning algorithm
- natural language
- knowledge representation
- database