Prediction of O-glycosylation sites based on multi-scale composition of amino acids and feature selection.
Yuan ChenWei ZhouHaiyan WangZheming YuanPublished in: Medical Biol. Eng. Comput. (2015)
Keyphrases
- amino acids
- experimentally determined
- multiscale
- feature selection
- protein structure prediction
- contact maps
- contact map
- protein sequences
- protein structure
- secondary structure
- physico chemical
- prediction accuracy
- website
- tertiary structure
- physicochemical properties
- secondary structure prediction
- protein folding
- coarse grained
- protein families
- amino acid sequences
- machine learning
- support vector machine
- psi blast
- feature set
- mutual information
- protein function
- fine grained
- extensive set
- high dimensionality
- protein classification
- protein protein interactions
- feature space
- feature extraction
- image processing
- feature subset