Density parameter estimation for finding clusters of homologous proteins - tracing actinobacterial pathogenicity lifestyles.
Richard RöttgerPrabhav KalaghatgiPeng SunSiomar de Castro SoaresVasco AzevedoTobias WittkopJan BaumbachPublished in: Bioinform. (2013)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- parameter estimation algorithm
- markov random field
- model selection
- random fields
- expectation maximization
- parameter values
- em algorithm
- statistical models
- posterior distribution
- approximate inference
- structure learning
- model fitting
- clustering algorithm
- arbitrary shape
- protein sequences
- parameters estimation
- parameter estimates
- position estimation
- machine learning
- protein structure
- computer vision