Probabilistic models for biological sequences: selection and Maximum Likelihood estimation.
Svetlana EkishevaMark BorodovskyPublished in: Int. J. Bioinform. Res. Appl. (2006)
Keyphrases
- maximum likelihood estimation
- biological sequences
- probabilistic model
- expectation maximization
- em algorithm
- maximum likelihood
- sequence data
- parameter estimation
- molecular biology
- biological data
- generative model
- protein sequences
- density function
- bayesian networks
- mixture model
- computational biology
- data mining
- dna sequences
- binding sites
- probability distribution
- image processing