Prediction of hot regions in protein-protein interaction by density-based incremental clustering with parameter selection.
Jing HuXiaolong ZhangPublished in: BIBM (2015)
Keyphrases
- parameter selection
- incremental clustering
- protein protein interactions
- protein interaction
- predicting protein
- clustering algorithm
- computational methods
- hierarchical clustering
- functional modules
- high throughput
- concept drift
- model selection
- prediction model
- network topology
- ppi networks
- protein complexes
- feature selection
- protein interaction networks
- secondary structure
- gene expression
- probabilistic model
- structural properties
- active learning
- ls svm
- k means
- clustering method