A two-way multi-dimensional mixture model for clustering metagenomic sequences.
Shruthi PrabhakaraRaj AcharyaPublished in: BCB (2011)
Keyphrases
- mixture model
- multi dimensional
- unsupervised learning
- density estimation
- mixture modeling
- model based clustering
- gaussian mixture model
- bayesian information criterion
- probabilistic model
- em algorithm
- finite mixture models
- expectation maximization
- model selection
- generative model
- clustering algorithm
- sequence analysis
- probabilistic mixture model
- k means
- simultaneous clustering
- maximum likelihood
- clustering method
- genomic sequences
- data clustering
- probability density function
- gaussian mixture
- sequence data
- dirichlet processes
- finite mixture model
- language model
- machine learning
- image segmentation
- hierarchical dirichlet process
- hierarchical clustering
- object recognition