Stable Gene Selection from Microarray Data via Sample Weighting.
Lei YuYue HanMichael E. BerensPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2012)
Keyphrases
- gene selection
- microarray data
- microarray
- cancer classification
- gene expression
- microarray classification
- gene expression data
- data sets
- feature selection
- dna microarray
- microarray data analysis
- biologically relevant
- cluster analysis
- dna microarray data
- relevant genes
- biological data
- informative genes
- ovarian cancer
- gene expression profiles
- cancer diagnosis
- high dimensional
- microarray datasets
- gene sets
- gene networks
- gene expression analysis
- microarray gene expression data
- gene expression data sets
- feature ranking
- colon cancer
- similarity measure
- gene expression datasets
- small number of samples
- microarray technology
- differentially expressed genes
- differentially expressed
- clustering method
- gene clusters
- association rules
- clustering algorithm
- data analysis
- high dimensionality