U-statistics on network-structured data with kernels of degree larger than one.
Yuyi WangChristos PelekisJan RamonPublished in: SSDM@ECML/PKDD (2014)
Keyphrases
- structured data
- semi structured
- graph kernels
- tree kernels
- free text
- relational data
- structured information
- information extraction
- semi structured data
- unstructured data
- data sources
- metadata
- xml documents
- textual data
- keyword search
- linked data
- structured and unstructured data
- semistructured data
- unstructured text
- database
- gaussian processes
- network structure
- kernel function
- information retrieval
- kernel methods
- heuristic search
- support vector machine
- relational databases
- support vector
- genetic algorithm
- tree structured data
- structured databases