Prediction of hot regions in protein-protein interaction by combining density-based incremental clustering with feature-based classification.
Jing HuXiaolong ZhangXiaoming LiuJinshan TangPublished in: Comput. Biol. Medicine (2015)
Keyphrases
- incremental clustering
- protein protein interactions
- protein interaction
- classification accuracy
- predicting protein
- classification algorithm
- supervised learning
- text classification
- machine learning methods
- support vector machine
- decision trees
- training set
- class labels
- feature space
- hierarchical clustering
- clustering algorithm
- machine learning
- data mining
- data analysis
- high throughput
- network topology
- functional modules
- feature selection