Protein-protein interaction extraction based on actively transfer learning.
Lishuang LiJieqiong ZhengDingxin SongRui GuoDegen HuangPublished in: BIBM (2015)
Keyphrases
- transfer learning
- protein protein interactions
- active learning
- computational methods
- machine learning
- high throughput
- knowledge transfer
- functional modules
- protein complexes
- protein interaction
- labeled data
- reinforcement learning
- cross domain
- transfer knowledge
- ppi networks
- high precision
- network topology
- structure learning
- learning algorithm
- information extraction
- semi supervised learning
- network analysis
- text mining
- text categorization
- computational approaches
- collaborative filtering
- machine learning algorithms
- text classification
- structural properties
- biological data
- biological networks
- unlabeled data
- high dimensional
- data sources
- protein protein interaction networks
- feature space