Clustering by soft-constraint affinity propagation: applications to gene-expression data.
Michele Leone SumedhaMartin WeigtPublished in: Bioinform. (2007)
Keyphrases
- affinity propagation
- gene expression data
- clustering method
- soft constraints
- clustering algorithm
- microarray
- gene expression
- affinity propagation clustering
- gene expression analysis
- high dimensionality
- gene expression profiles
- gene expression data analysis
- k means
- clustering gene expression data
- microarray data
- gene selection
- high dimensional data
- gene regulatory networks
- data sets
- analysis of gene expression data
- feature selection
- clustering analysis
- microarray data analysis
- hierarchical clustering
- constraint propagation
- cluster analysis
- dna microarray
- high dimensional
- gene expression profiling
- high throughput
- arc consistency
- cluster centers
- constraint satisfaction
- biclustering algorithms
- simultaneous clustering
- similarity measure
- gene ontology terms
- dimensionality reduction
- infrared
- self organizing maps
- document clustering