Fitting a Mixture Model By Expectation Maximization To Discover Motifs In Biopolymer.
Timothy L. BaileyCharles ElkanPublished in: ISMB (1994)
Keyphrases
- mixture model
- expectation maximization
- em algorithm
- parameter estimation
- gaussian mixture model
- maximum likelihood
- generative model
- probabilistic model
- density estimation
- unsupervised learning
- finite mixture model
- image segmentation
- gaussian mixture
- maximum likelihood estimation
- model selection
- language model
- bayesian framework
- k means
- model based clustering
- maximum a posteriori
- probability density function
- gaussian distribution
- mixture modeling
- dna sequences
- high throughput
- dimensionality reduction
- image processing
- finite mixture models