A Protein Classifier Based on SVM by Using the Voxel Based Descriptor.
Georgina MircevaAndreja NaumoskiDanco DavcevPublished in: RSCTC (2010)
Keyphrases
- amino acid composition
- support vector
- support vector machine svm
- protein sequences
- support vector machine
- knn
- multi class
- feature selection
- keypoints
- protein structure
- remote homology detection
- action recognition
- shape decomposition
- svm classifier
- object recognition
- machine learning
- shape descriptors
- protein structure prediction
- feature descriptors
- multi class classification
- amino acids
- protein function
- protein folding
- image descriptors
- shape representation
- feature extraction
- local binary pattern
- kernel function
- support vectors
- protein protein interactions
- drug discovery
- single feature
- classification algorithm
- protein interaction data
- pattern recognition