Piecewise linear approximation of protein structures using the principle of minimum message length.
Arun Siddharth KonagurthuLloyd AllisonPeter J. StuckeyArthur M. LeskPublished in: Bioinform. (2011)
Keyphrases
- protein structure
- minimum message length
- finite mixtures
- unsupervised learning
- protein sequences
- molecular biology
- protein structure and function
- secondary structure
- protein structure prediction
- amino acid sequences
- expectation maximization
- amino acids
- protein function
- nuclear magnetic resonance
- protein tertiary structure
- contact map
- em algorithm
- experimentally determined
- protein structure alignment
- computational approaches
- nmr spectra
- high resolution