Robust regression for periodicity detection in non-uniformly sampled time-course gene expression data.
Miika AhdesmäkiHarri LähdesmäkiAndrew GraceyIlya ShmulevichOlli Yli-HarjaPublished in: BMC Bioinform. (2007)
Keyphrases
- gene expression data
- robust regression
- periodicity detection
- gene expression
- microarray
- linear regression
- data sets
- suffix tree
- regression methods
- microarray data
- feature selection
- high dimensionality
- density estimation
- gene regulatory networks
- multiple models
- high dimensional data
- periodic patterns
- image derivatives
- high dimensional
- high throughput
- bayesian networks
- least squares
- computer vision