Iterative Reweighted Noninteger Norm Regularizing SVM for Gene Expression Data Classification.
Jianwei LiuShuang Cheng LiXionglin LuoPublished in: Comput. Math. Methods Medicine (2013)
Keyphrases
- gene expression data
- feature selection
- support vector machine svm
- gene selection
- support vector
- support vector machine
- cancer classification
- gene expression profiles
- high dimensionality
- gene expression analysis
- microarray
- gene expression
- dna microarray data
- svm classifier
- dna microarray
- cancer diagnosis
- microarray data
- colon cancer
- classification accuracy
- tumor classification
- microarray data analysis
- gene expression datasets
- data sets
- feature vectors
- svm classification
- gene expression data analysis
- training set
- feature space
- gene expression microarray data
- analysis of gene expression data
- machine learning
- gene regulatory networks
- microarray datasets
- gene expression data sets
- high dimensional
- feature extraction
- pattern recognition
- decision trees
- training data
- knn
- text classification
- tissue samples
- microarray gene expression data
- cluster analysis
- gene networks
- regulatory networks
- random forest
- cancer datasets
- database
- gene expression profiling
- high dimensional data