Comprehensive detection of cancer gene expression profiles and gene networks are impacted by the choice of pre-processing algorithm and gene-selection method.
N. BaskaranChee Keong KwohKam M. HuiPublished in: Int. J. Data Min. Bioinform. (2013)
Keyphrases
- gene selection
- gene expression profiles
- tumor classification
- support vector machine svm
- microarray
- microarray data
- cancer classification
- clustering method
- gene expression data
- k means
- gene networks
- input data
- multi step
- similarity measure
- learning algorithm
- cancer diagnosis
- gene expression
- support vector machine
- expectation maximization
- feature ranking
- gene expression datasets
- machine learning methods
- gene regulatory networks
- probabilistic model
- pattern recognition
- feature extraction
- dna microarray
- biclustering algorithms
- machine learning