Large-scale Protein-Protein Interaction prediction using novel kernel methods.
Xue-wen ChenBing HanJianwen FangRyan J. HaaslPublished in: Int. J. Data Min. Bioinform. (2008)
Keyphrases
- kernel methods
- protein protein interactions
- protein interaction
- predicting protein
- wet lab
- kernel based clustering
- kernel function
- computational methods
- support vector
- feature space
- machine learning
- support vector machine
- kernel matrix
- multiple sequence alignments
- functional modules
- gene ontology
- high precision
- high throughput
- genomic data
- protein complexes
- secondary structure
- network topology
- ppi networks
- computational approaches
- protein interaction networks
- real world
- network analysis
- graph kernels
- biological networks
- biological data
- social networks
- pairwise
- information extraction
- feature vectors