Robust clustering of noisy high-dimensional gene expression data for patients subtyping.
Pietro CorettoAngela SerraRoberto TagliaferriPublished in: Bioinform. (2018)
Keyphrases
- gene expression data
- high dimensional
- high dimensionality
- clustering gene expression data
- gene expression analysis
- microarray
- gene expression
- gene expression data analysis
- microarray data
- gene expression profiles
- high dimensional data
- analysis of gene expression data
- microarray data analysis
- simultaneous clustering
- data sets
- gene regulatory networks
- gene selection
- feature selection
- gene networks
- yeast cell cycle
- gene expression profiling
- gene expression data sets
- clustering algorithm
- biclustering algorithms
- gene expression datasets
- data points
- k means
- high throughput
- regulatory networks
- cancer classification
- low dimensional
- microarray gene expression data
- dimensionality reduction
- gene ontology terms
- cancer diagnosis
- dna microarray
- clustering analysis
- clustering method
- document clustering
- small sample size
- microarray datasets
- hierarchical clustering
- unsupervised learning
- biological processes
- tissue samples
- gene ontology
- feature space
- data clustering
- cluster analysis