A semi-nonparametric mixture model for selecting functionally consistent proteins.
Lianbo YuR. W. DoergePublished in: BMC Bioinform. (2010)
Keyphrases
- mixture model
- density estimation
- dirichlet process
- gaussian mixture model
- probabilistic model
- em algorithm
- expectation maximization
- model selection
- generative model
- unsupervised learning
- language model
- maximum likelihood
- mixture modeling
- information retrieval
- protein protein interactions
- gaussian mixture
- protein sequences
- probability density function
- density function
- dimensionality reduction
- active learning
- pattern recognition