A multi-step approach to time series analysis and gene expression clustering.
Roberto AmatoAngelo CiaramellaNatalia DeniskinaCarmine Del MondoDiego di BernardoCiro DonalekGiuseppe LongoGiuseppe ManganoGennaro MieleGiancarlo RaiconiAntonino StaianoRoberto TagliaferriPublished in: Bioinform. (2006)
Keyphrases
- gene expression
- multi step
- microarray
- gene expression profiles
- microarray gene
- gene expression data analysis
- gene expression analysis
- gene expression data
- microarray data analysis
- microarray data
- clustering method
- gene regulation
- clustering algorithm
- gene expression patterns
- biological processes
- high dimensionality
- clustering analysis
- differentially expressed genes
- regulatory networks
- self organizing maps
- biological networks
- high throughput
- gene selection
- knn
- k nearest neighbor
- binding sites
- analysis of gene expression
- gene interactions
- semi supervised
- dna microarray
- cluster ensemble
- transcription factors
- gene regulatory networks
- information theoretic
- data points
- experimental conditions
- data mining