Active learning for protein function prediction in protein-protein interaction networks.
Wei XiongLuyu XieShuigeng ZhouJihong GuanPublished in: Neurocomputing (2014)
Keyphrases
- protein function prediction
- protein protein interaction networks
- biological networks
- active learning
- interaction networks
- functional modules
- protein protein interactions
- protein complexes
- protein function
- complex networks
- biological data
- protein interaction networks
- systems biology
- gene expression
- biological systems
- microarray
- graph mining
- network analysis
- learning algorithm
- link prediction
- high throughput
- computational methods
- labeled data
- pattern mining
- multi label
- semi supervised
- biomedical literature
- protein interaction
- biological processes
- community detection
- supervised learning
- genomic data
- scale free
- gene ontology
- computational approaches
- training set
- high precision
- text classification
- protein structure
- gene regulatory networks