A Direct Clustering Method for Imperfect Microarray Data without Imputation.
Taegyun YunSuyoung KimTaeho HwangGwan-Su YiPublished in: FBIT (2007)
Keyphrases
- clustering method
- microarray data
- cluster analysis
- microarray
- gene selection
- feature selection
- biological data
- microarray data analysis
- high dimensional
- missing values
- clustering algorithm
- clustering analysis
- gene expression
- data sets
- gene expression data
- affinity propagation
- k means
- differentially expressed genes
- spectral clustering
- similarity measure
- missing data
- hierarchical clustering
- fuzzy c means
- data clustering
- subspace clustering
- document clustering
- gene networks
- cancer classification
- gene clusters
- gene expression profiles
- clustering result
- microarray datasets
- small number of samples
- high dimensionality
- microarray gene expression data
- dna microarray data
- data mining