-glycosylation sites in mammalian proteins by using SVMs.
Sujun LiBoshu LiuRong ZengYudong CaiYixue LiPublished in: Comput. Biol. Chem. (2006)
Keyphrases
- biological processes
- support vector
- multi class
- kernel function
- website
- protein sequences
- protein function
- protein protein interactions
- support vector machine svm
- protein structure
- structural motifs
- gene expression
- feature selection
- computational methods
- support vector machine
- classification using support vector machines
- subcellular localization
- structured learning
- support vectors
- amino acids
- training support vector machines
- feature space
- reduced set
- knn
- protein families
- protein protein interaction networks
- generalization ability
- protein interaction
- amino acid sequences
- protein structure prediction
- biological data
- sparse kernel
- training data
- biomedical literature
- visual cortex
- maximum margin
- functional modules
- protein folding
- living cells
- training set
- neural network
- computational biology
- feature vectors
- experimentally determined
- svm classifier