An integrated tool for microarray data clustering and cluster validity assessment.
Nadia BolshakovaFrancisco AzuajePadraig CunninghamPublished in: SAC (2004)
Keyphrases
- data clustering
- microarray
- cluster validity
- cluster analysis
- microarray data
- k means
- gene expression
- high throughput
- clustering analysis
- clustering algorithm
- gene expression data
- high dimensionality
- gene expression profiling
- gene selection
- unsupervised learning
- fuzzy c means
- spectral clustering
- gene expression analysis
- clustering method
- gene expression profiles
- neural network
- dimension reduction
- expectation maximization
- cancer classification
- data analysis
- data sets
- cluster validation
- microarray images
- dna microarray
- microarray datasets
- machine learning
- object recognition
- data mining techniques
- data mining
- fuzzy clustering
- image segmentation