Structural classification of protein sequences based on signal processing and support vector machines.
Charalambos ChrysostomouHuseyin SekerPublished in: EMBC (2016)
Keyphrases
- support vector
- protein sequences
- signal processing
- protein classification
- classification accuracy
- large margin classifiers
- generalization ability
- learning machines
- support vector machine
- svm classifier
- pattern recognition
- computational biology
- secondary structure
- feature selection
- amino acids
- protein structural
- logistic regression
- feature extraction
- protein function
- svm classification
- feature vectors
- remote homology detection
- rna sequences
- protein structure prediction
- binary classification
- text classification
- multi class
- feature space
- natural language processing
- feature set
- kernel function
- decision trees
- protein secondary structure
- image processing
- machine learning