Gene selection for the reconstruction of stem cell differentiation trees: a linear programming approach.
Mohamed A. GhadieNathalie JapkowiczTheodore J. PerkinsPublished in: Bioinform. (2015)
Keyphrases
- gene selection
- stem cell
- linear programming
- microarray data
- microarray
- bone marrow
- cancer classification
- microarray classification
- decision trees
- cancer detection
- gene expression data
- cancer diagnosis
- gene expression
- dna microarray
- gene expression profiles
- microarray data analysis
- dna microarray data
- ovarian cancer
- biologically relevant
- tumor classification
- survival prediction
- support vector machine svm
- np hard
- high throughput
- feature selection
- colon cancer
- microarray datasets
- data sets
- optimal solution
- objective function
- wilcoxon rank sum
- feature ranking
- small number of samples
- random forest
- high dimensional
- training set
- learning algorithm
- machine learning