Prediction of protein structure classes and secondary structures by means of hidden Markov models.
Hiroshi YoshikawaMitsunori IkeguchiShugo NakamuraKentaro ShimizuJunta DoiPublished in: Systems and Computers in Japan (1999)
Keyphrases
- hidden markov models
- protein structure
- secondary structure
- protein secondary structure
- protein secondary structures
- protein sequences
- protein tertiary structure
- experimentally determined
- protein structure prediction
- predicting protein
- molecular biology
- contact map
- protein structural
- tertiary structure
- amino acid sequences
- conditional random fields
- protein folding
- amino acids
- structural features
- computational biology
- protein function
- computational methods
- computational approaches
- prediction accuracy
- solvent accessibility
- nuclear magnetic resonance
- machine learning
- protein classification
- protein secondary structure prediction
- sequence analysis
- multiple sequence alignment
- disordered regions
- biological sequences
- statistical models
- data mining