Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data.
Kilho ShinPublished in: IDEAL (2007)
Keyphrases
- string kernels
- structured data
- grammatical inference
- computational biology
- spam filtering
- information extraction
- relation extraction
- suffix tree
- support vector machine
- edit distance
- multiple kernel learning
- xml documents
- metadata
- kernel methods
- keyword search
- data sources
- svm classifier
- learning machines
- protein sequences
- machine learning
- secondary structure
- databases
- kernel function
- vector space
- data analysis
- svm classification
- information retrieval
- database