Unsupervised pattern recognition: An introduction to the whys and wherefores of clustering microarray data.
Paul C. BoutrosAllan B. OkeyPublished in: Briefings Bioinform. (2005)
Keyphrases
- microarray data
- pattern recognition
- microarray data analysis
- cluster analysis
- unsupervised learning
- microarray
- gene expression profiles
- gene selection
- gene expression
- feature selection
- gene expression data
- clustering algorithm
- data sets
- gene expression analysis
- k means
- microarray gene expression data
- high dimensional
- meta analysis
- clustering method
- machine learning
- gene networks
- gene clusters
- microarray classification
- clustering analysis
- microarray datasets
- cancer classification
- biologically relevant
- dna microarray data
- small number of samples
- biological data
- feature extraction
- image processing
- gene expression patterns
- cluster validation
- semi supervised
- neural network
- gene sets
- high dimensionality
- biologically meaningful
- supervised learning
- differentially expressed genes
- database
- cancer diagnosis
- high throughput
- information theoretic
- analysis of gene expression