On the Simultaneous Use of Clinical and Microarray Expression Data in the Cluster Analysis of Tissue Samples.
Geoffrey J. McLachlanSoong ChangJess MarChristophe AmbroiseJustin Xi ZhuPublished in: APBC (2004)
Keyphrases
- cluster analysis
- microarray expression data
- tissue samples
- microarray
- gene expression
- gene ontology
- high throughput
- gene expression data
- microarray data
- discriminant analysis
- gene expression profiles
- data clustering
- clustering analysis
- clustering algorithm
- clustering method
- unsupervised learning
- k means
- gene selection
- high dimensionality
- data mining
- data analysis
- hierarchical latent class models
- data mining techniques
- fuzzy clustering
- cancer diagnosis
- dimensionality reduction
- fuzzy c means
- biological data
- decision trees
- metadata
- data sets