Robust Preprocessing of Gene Expression Microarrays for Independent Component Analysis.
Pedro Gómez VildaFrancisco Díaz PérezRafael MartínezRaul MalutanMaría Victoria Rodellar BiargeCarlos García PuntonetPublished in: ICA (2006)
Keyphrases
- gene expression
- independent component analysis
- microarray
- gene expression data
- microarray data
- independent components
- principal component analysis
- factor analysis
- blind source separation
- biological processes
- gene expression patterns
- signal processing
- dna microarray
- functional genomics
- gene expression analysis
- binding sites
- high order statistics
- microarray datasets
- gene selection
- gene expression profiles
- transcription factors
- regulatory networks
- high throughput
- data sets
- analysis of gene expression
- microarray technology
- microarray data analysis
- co occurrence
- data analysis
- bayesian networks