Feature extraction in protein sequences classification: a new stability measure.
Rabie SaidiSabeur AridhiEngelbert Mephu NguifoMondher MaddouriPublished in: BCB (2012)
Keyphrases
- protein sequences
- feature extraction
- protein classification
- feature vectors
- feature selection
- image classification
- feature set
- support vector machine svm
- computational biology
- feature space
- extracted features
- classification accuracy
- support vector
- protein structure
- amino acid sequences
- decision trees
- machine learning
- amino acids
- similarity measure
- secondary structure
- multiple sequence alignment
- protein structure and function
- multiple sequence alignments