Clustering DNA methylation expressions using nonparametric beta mixture model.
Lin ZhangJia MengHui LiuYufei HuangPublished in: GENSiPS (2011)
Keyphrases
- mixture model
- density estimation
- mixture modeling
- unsupervised learning
- model based clustering
- gaussian mixture model
- generative model
- em algorithm
- finite mixture models
- probabilistic model
- expectation maximization
- clustering algorithm
- dirichlet process
- model selection
- bayesian information criterion
- k means
- probabilistic mixture model
- simultaneous clustering
- finite mixture model
- dirichlet process mixture models
- maximum likelihood
- probability density function
- language model
- dna sequences
- object recognition
- gaussian mixture