Clustering, Assessment and Validation: an application to gene expression data.
Angelo CiaramellaSergio CocozzaFrancesco IorioGennaro MieleFrancesco NapolitanoMichele PinelliGiancarlo RaiconiRoberto TagliaferriPublished in: IJCNN (2007)
Keyphrases
- gene expression data
- gene expression analysis
- clustering gene expression data
- high dimensionality
- gene expression profiles
- microarray
- gene expression
- gene expression data analysis
- high dimensional data
- analysis of gene expression data
- microarray data analysis
- microarray data
- simultaneous clustering
- yeast cell cycle
- gene regulatory networks
- gene expression datasets
- clustering algorithm
- gene expression profiling
- hierarchical clustering
- data sets
- biclustering algorithms
- high dimensional
- dna microarray
- regulatory networks
- microarray gene expression data
- feature selection
- gene selection
- cancer classification
- gene networks
- self organizing maps
- k means
- data clustering
- cluster validation
- gene expression patterns
- dimensionality reduction
- unsupervised learning
- low dimensional
- microarray datasets
- clustering analysis
- high throughput
- machine learning