Combining active learning and semi-supervised learning techniques to extract protein interaction sentences.
Min SongHwanjo YuWook-Shin HanPublished in: BMC Bioinform. (2011)
Keyphrases
- semi supervised learning
- active learning
- protein interaction
- semi supervised
- labeled data
- unlabeled data
- supervised learning
- protein protein interactions
- training data
- co training
- transfer learning
- machine learning
- computational methods
- text categorization
- unsupervised learning
- gene expression
- labeled examples
- gene ontology
- unlabeled instances
- learning algorithm
- learning process
- training set
- natural language
- biological systems
- systems biology
- functional modules
- protein interaction networks
- automatic extraction
- network analysis
- microarray
- pairwise