Towards clustering of incomplete microarray data without the use of imputation.
Dae-Won KimKi Young LeeKwang H. LeeDoheon LeePublished in: Bioinform. (2007)
Keyphrases
- microarray data
- microarray data analysis
- cluster analysis
- microarray
- missing values
- gene expression profiles
- gene selection
- gene expression
- missing data
- gene expression data
- gene expression analysis
- meta analysis
- data sets
- clustering algorithm
- feature selection
- microarray gene expression data
- clustering method
- biological data
- dna microarray data
- clustering analysis
- cancer classification
- high dimensional data
- microarray classification
- k means
- high dimensional
- biologically relevant
- gene networks
- cancer diagnosis
- self organizing maps
- biologically meaningful
- differentially expressed genes
- unsupervised learning
- small number of samples
- high dimensionality
- meaningful clusters
- analysis of gene expression
- ovarian cancer
- gene clusters
- gene expression patterns
- dna microarray
- text classification
- data mining