Clustering support vector machines for protein local structure prediction.
Wei ZhongJieyue HeRobert W. HarrisonPhang C. TaiYi PanPublished in: Expert Syst. Appl. (2007)
Keyphrases
- support vector
- contact map
- learning machines
- clustering method
- prediction accuracy
- clustering algorithm
- subcellular localization
- physicochemical properties
- tertiary structure
- amino acids
- predictive clustering trees
- protein structure
- predicting protein
- feature selection
- kernel function
- svm classifier
- kernel methods
- secondary structure
- protein interaction
- drug design
- prediction model
- support vectors
- protein function prediction
- neural network
- protein interaction data
- support vector machine
- classification accuracy
- contact maps
- document clustering