Prediction of Secondary Protein Structure Content from Primary Sequence Alone - A Feature Selection Based Approach.
Lukasz A. KurganLeila HomaeianPublished in: MLDM (2005)
Keyphrases
- protein tertiary structure
- protein structure
- feature selection
- amino acid residues
- contact map
- tertiary structure
- protein structure prediction
- protein structural
- molecular biology
- secondary structure
- protein sequences
- experimentally determined
- protein function prediction
- contact maps
- amino acid sequences
- protein secondary structure prediction
- amino acids
- solvent accessibility
- psi blast
- protein function
- machine learning
- computational approaches
- mutual information
- text categorization
- feature set
- prediction accuracy
- sequence analysis
- protein families
- protein folding
- structural features
- pairwise
- gene expression data
- disordered regions
- text classification
- feature space