Comparison of Affymetrix data normalization methods using 6, 926 experiments across five array generations.
Reija AutioSami KilpinenMatti SaarelaOlli-P. KallioniemiSampsa HautaniemiJaakko AstolaPublished in: BMC Bioinform. (2009)
Keyphrases
- preprocessing
- data mining techniques
- data sets
- statistical methods
- database
- training data
- data structure
- data mining methods
- noisy data
- statistical analysis
- data analysis
- data collection
- high dimensional data
- preprocessing steps
- gene expression
- data processing
- data sources
- spatial data
- high throughput
- knowledge discovery
- data quality
- multiple sources
- statistical significance
- real time