A Comparative Study on Feature Extraction from Protein Sequences for Subcellular Localization Prediction.
Wen-Yun YangBao-Liang LuYang YangPublished in: CIBCB (2006)
Keyphrases
- subcellular localization
- subcellular location
- protein sequences
- feature extraction
- protein secondary structure
- computational biology
- protein classification
- feature selection
- protein structure
- feature ranking
- protein structure prediction
- amino acids
- feature space
- drug discovery
- protein secondary structure prediction
- multiple sequence alignments
- image classification
- amino acid sequences
- principal component analysis
- feature vectors
- support vector machine svm
- extracted features
- genetic algorithm
- experimentally determined
- molecular biology
- dimensionality reduction
- early stage