Prediction of Protein Subcellular Localizations Using Moment Descriptors and Support Vector Machine.
Jianyu ShiShao-Wu ZhangYan LiangQuan PanPublished in: PRIB (2006)
Keyphrases
- subcellular localization
- support vector machine
- remote homology detection
- protein interaction
- stock market prediction
- feature ranking
- feature vectors
- subcellular location
- prediction accuracy
- contact map
- predicting protein
- protein sequences
- protein structure prediction
- protein secondary structure
- protein function
- protein protein interactions
- multi class
- drug design
- contact maps
- protein homology
- protein classification
- drug discovery
- training data
- keypoints
- shape descriptors
- protein interaction data
- feature selection
- kernel function
- svm classifier
- data sets
- protein secondary structure prediction
- protein structure
- functional modules
- prediction model
- high throughput
- sequence analysis
- amino acids
- feature space
- experimentally determined
- protein tertiary structure
- computational methods
- feature extraction
- protein chains
- secondary structure