On Selecting the Best Pre-processing Method for Affymetrix Genechips.
J. P. FloridoHéctor PomaresIgnacio RojasJosé C. CalvoJosé M. UrquizaM. Gonzalo ClarosPublished in: IWANN (1) (2009)
Keyphrases
- preprocessing
- high accuracy
- synthetic data
- significant improvement
- probabilistic model
- microarray data
- real time
- high precision
- support vector machine svm
- edge detection
- classification accuracy
- computational cost
- experimental evaluation
- pairwise
- computational complexity
- dynamic programming
- data collection
- wireless sensor networks
- microarray
- classification method
- machine learning