A novel approach to the clustering of microarray data via nonparametric density estimation.
Riccardo De BinDavide RissoPublished in: BMC Bioinform. (2011)
Keyphrases
- microarray data
- microarray data analysis
- cluster analysis
- nonparametric density estimation
- microarray
- density estimation
- gene expression profiles
- gene selection
- gene expression
- gene expression data
- data sets
- feature selection
- clustering algorithm
- clustering method
- gene expression analysis
- high dimensional
- differentially expressed genes
- small number of samples
- gene clusters
- k means
- high dimensionality
- microarray datasets
- cancer classification
- microarray gene expression data
- gene sets
- random fields
- pattern recognition
- information theoretic
- unsupervised learning
- active learning