An Improved Correlation Measure-based SOM Clustering Algorithm for Gene Selection.
Jiucheng XuTianhe XuLin SunJinyu RenPublished in: J. Softw. (2013)
Keyphrases
- gene selection
- clustering algorithm
- microarray data
- microarray
- k means
- cluster analysis
- cancer classification
- correlation coefficient
- gene expression data
- self organizing maps
- cancer diagnosis
- highly correlated
- dna microarray data
- ovarian cancer
- gene expression profiles
- microarray classification
- similarity measure
- microarray data analysis
- biologically relevant
- gene expression
- feature selection
- dna microarray
- clustering analysis
- tumor classification
- wilcoxon rank sum
- clustering method
- support vector machine
- high dimensional
- microarray datasets
- unsupervised learning
- input data
- microarray analysis
- feature vectors
- neural network
- random forest
- fuzzy c means
- high dimensionality
- high throughput
- support vector machine svm
- association rules
- data sets