Using support vector machine for improving protein-protein interaction prediction utilizing domain interactions.
Mudita SinghalAnuj R. ShahJoshua N. AdkinsRoslyn BrownPublished in: BCB (2010)
Keyphrases
- protein interaction
- protein protein interactions
- support vector machine
- predicting protein
- interacting proteins
- protein protein
- computational methods
- wet lab
- predicting protein protein interactions
- protein complexes
- drug design
- gene expression
- functional modules
- high throughput
- gene ontology
- network topology
- cellular processes
- biological data
- biological processes
- protein function prediction
- protein function
- biological systems
- protein interaction networks
- structural properties
- microarray
- training data
- computational approaches
- knowledge discovery
- computational tools
- machine learning
- data sets
- statistical analysis
- systems biology
- high precision
- information flow
- network analysis
- statistical methods