Active Learning for Protein Function Prediction in Protein-Protein Interaction Networks.
Wei XiongLuyu XieJihong GuanShuigeng ZhouPublished in: PRIB (2013)
Keyphrases
- protein function prediction
- protein protein interaction networks
- biological networks
- active learning
- interaction networks
- protein protein interactions
- functional modules
- complex networks
- protein function
- protein complexes
- systems biology
- link prediction
- biological data
- graph mining
- computational methods
- protein interaction networks
- biological systems
- gene expression
- supervised learning
- learning algorithm
- protein interaction
- community detection
- biological processes
- gene ontology
- pattern mining
- semi supervised
- biomedical literature
- machine learning
- network analysis
- high throughput
- community structure
- scale free
- labeled data
- gene regulatory networks
- protein structure
- genomic data
- training set
- network model
- network topology
- microarray
- social network analysis
- random walk
- data sets