Prediction of Enzyme Classification from Protein Sequence without the Use of Sequence Similarity.
Marie desJardinsPeter D. KarpMarkus KrummenackerThomas J. LeeChristos A. OuzounisPublished in: ISMB (1997)
Keyphrases
- protein structure prediction
- sequence similarity
- protein sequences
- protein classification
- amino acids
- secondary structure
- protein folding
- protein secondary structure
- predicting protein
- protein structure
- computational biology
- remote homology detection
- multiple sequence alignments
- protein secondary structure prediction
- machine learning
- protein function
- decision trees
- prediction accuracy
- support vector machine
- experimentally determined
- physico chemical
- computational methods
- sequence alignment
- coarse grained
- graph theory
- machine learning methods
- fine grained
- machine learning algorithms
- feature selection