Combining One-Class Classification Models Based on Diverse Biological Data for Prediction of Protein-Protein Interactions.
José A. ReyesDavid R. GilbertPublished in: DILS (2008)
Keyphrases
- biological data
- classification models
- protein protein interactions
- protein interaction
- high throughput
- biological processes
- molecular biology
- data analysis
- genomic data
- biological networks
- systems biology
- gene ontology
- training data
- functional modules
- feature selection
- gene regulatory networks
- statistical methods
- microarray data
- decision trees
- protein interaction networks
- knowledge discovery
- biomedical literature
- feature set
- protein complexes
- data integration
- computational methods
- data sources
- metabolic pathways
- ppi networks
- database
- network topology
- data collection
- machine learning
- real world
- monitoring system
- microarray
- statistical analysis
- data model
- training set
- databases