Simcluster: clustering enumeration gene expression data on the simplex space.
Ricardo Z. N. VêncioLeonardo VaruzzaCarlos A. de B. PereiraHelena BrentaniIlya ShmulevichPublished in: BMC Bioinform. (2007)
Keyphrases
- gene expression data
- gene expression analysis
- clustering gene expression data
- gene expression
- gene expression data analysis
- gene expression profiles
- microarray
- high dimensionality
- analysis of gene expression data
- high dimensional data
- microarray data analysis
- microarray data
- data sets
- yeast cell cycle
- low dimensional
- feature selection
- gene selection
- simultaneous clustering
- gene regulatory networks
- gene expression profiling
- gene networks
- gene expression datasets
- hierarchical clustering
- clustering algorithm
- k means
- high dimensional
- cancer classification
- regulatory networks
- data clustering
- data points
- document clustering
- microarray gene expression data
- clustering method
- biclustering algorithms
- machine learning
- cancer diagnosis
- database
- tissue samples
- gene expression data sets
- feature space
- dna microarray
- cluster ensemble
- dimensionality reduction
- unsupervised learning