Preprocessing of gene expression data by optimally robust estimators.
Matthias KohlHans-Peter DeignerPublished in: BMC Bioinform. (2010)
Keyphrases
- gene expression data
- preprocessing
- robust estimators
- robust estimation
- gene expression
- least squares
- microarray
- data sets
- polynomial approximation
- microarray data
- feature selection
- gene selection
- analysis of gene expression data
- gene regulatory networks
- robust estimator
- random sampling
- gene expression analysis
- high dimensional
- gene expression data analysis
- feature extraction
- high dimensionality
- gene expression datasets
- gene expression profiling
- gene expression profiles
- high dimensional data
- cancer classification
- dna microarray
- structure tensor
- regulatory networks
- differential structure
- active learning
- nearest neighbor
- pattern recognition
- data mining