Classifying short gene expression time-courses with Bayesian estimation of piecewise constant functions.
Christoph HafemeisterIvan G. CostaAlexander SchönhuthAlexander SchliepPublished in: Bioinform. (2011)
Keyphrases
- gene expression
- bayesian estimation
- piecewise constant functions
- microarray
- gene expression data
- markov random field
- denoising
- biological processes
- gene expression patterns
- microarray data
- posterior distribution
- binding sites
- high throughput
- transcription factors
- computer vision
- hidden variables
- cross validation
- parameter estimation
- regulatory elements
- clustering algorithm