Variational Bayesian clustering on protein cavity conformations for detecting influential amino acids.
Ziyi GuoBrian Yuan ChenPublished in: BCB (2014)
Keyphrases
- amino acids
- variational bayesian
- protein sequences
- protein folding
- protein structure
- protein structure prediction
- secondary structure
- protein function
- amino acid sequences
- k means
- clustering method
- clustering algorithm
- sequence alignment
- factor analysis
- exponential family
- contact maps
- graph theory
- incomplete data
- density function
- experimentally determined
- matrix factorization
- information theoretic
- unsupervised learning
- expectation maximization
- contact map
- physico chemical
- variational inference
- multi task learning
- computational biology