Uncertainty sampling-based active learning for protein-protein interaction extraction from biomedical literature.
Baojin CuiHongfei LinZhihao YangPublished in: Expert Syst. Appl. (2009)
Keyphrases
- protein protein interactions
- biomedical literature
- active learning
- computational methods
- automatic extraction
- high throughput
- biological processes
- protein interaction
- gene ontology
- network topology
- functional modules
- high precision
- network analysis
- biological data
- saccharomyces cerevisiae
- systems biology
- information extraction
- structural properties
- ppi networks
- machine learning
- protein protein interaction networks
- supervised learning
- information retrieval
- protein complexes
- low cost
- text mining
- databases