Tumor classification and marker gene prediction by feature selection and fuzzy c-means clustering using microarray data.
Junbai WangTrond Hellem BøInge JonassenOla MyklebostEivind HovigPublished in: BMC Bioinform. (2003)
Keyphrases
- tumor classification
- microarray data
- fuzzy c means clustering
- gene selection
- feature selection
- gene expression data
- gene expression profiles
- microarray
- fuzzy c means
- informative genes
- gene expression
- cancer classification
- microarray datasets
- dna microarray
- clustering method
- feature ranking
- biological data
- high dimensional
- cluster analysis
- cancer diagnosis
- data sets
- image segmentation
- feature extraction
- high dimensionality
- gene expression data sets
- dna sequences
- support vector
- feature space
- feature set
- dimensionality reduction
- classification accuracy
- text classification
- model selection
- fuzzy clustering
- high throughput
- human genome
- nearest neighbor
- selected features
- pattern recognition
- k nearest neighbor
- support vector machine svm
- data mining