A Probabilistic mechanism based on clustering analysis and distance measure for subset gene selection.
Tzu-Tsung WongKuan-Liang LiuPublished in: Expert Syst. Appl. (2010)
Keyphrases
- distance measure
- clustering analysis
- gene selection
- microarray
- gene expression profiles
- microarray data
- informative genes
- gene expression
- gene expression data
- cancer classification
- small number of samples
- cluster analysis
- similarity measure
- high dimensionality
- euclidean distance
- clustering method
- fuzzy clustering
- distance function
- microarray datasets
- probabilistic model
- data sets
- ovarian cancer
- image processing
- clustering algorithm
- support vector machine svm
- support vector machine
- data clustering
- principal component analysis
- information theoretic
- nearest neighbor
- k means
- pattern recognition
- image segmentation
- anomaly detection
- database