A mixture model for the evolution of gene expression in non-homogeneous datasets.
Gerald T. QuonYee Whye TehEsther T. ChanTimothy R. HughesMichael BrudnoQuaid MorrisPublished in: NIPS (2008)
Keyphrases
- mixture model
- gene expression
- microarray
- microarray datasets
- gene expression profiles
- gene expression data
- em algorithm
- generative model
- microarray data
- model selection
- expectation maximization
- language model
- gene expression patterns
- probabilistic model
- unsupervised learning
- high throughput
- maximum likelihood
- gene selection
- binding sites
- biological networks
- experimental conditions
- high dimensionality
- molecular biology
- feature selection
- data mining
- data sets