A Comprehensive Benchmark of Kernel Methods to Extract Protein-Protein Interactions from Literature.
Domonkos TikkPhilippe ThomasPeter PalagaJörg HakenbergUlf LeserPublished in: PLoS Comput. Biol. (2010)
Keyphrases
- kernel methods
- protein protein interactions
- biomedical literature
- computational methods
- kernel function
- support vector
- predicting protein protein interactions
- protein interaction
- high throughput
- machine learning
- feature space
- automatic extraction
- support vector machine
- high precision
- kernel matrix
- network topology
- biological data
- protein complexes
- real world
- structural properties
- text mining
- social networks
- gene ontology
- data integration
- knowledge discovery
- protein interaction data
- pairwise