Gene expression data classification with robust sparse logistic regression using fused regularisation.
Lavanya KampaRambabu PemulaG. Vijay SureshRahul BhandariPublished in: Int. J. Ad Hoc Ubiquitous Comput. (2023)
Keyphrases
- gene expression data
- gene expression
- microarray
- gene expression analysis
- gene expression profiles
- cancer classification
- dna microarray data
- high dimensionality
- feature selection
- colon cancer
- microarray datasets
- gene expression datasets
- dna microarray
- microarray data
- cancer diagnosis
- tumor classification
- gene expression data analysis
- microarray data analysis
- cancer datasets
- gene expression profiling
- gene expression microarray data
- classification accuracy
- data sets
- pattern recognition
- functional genomics
- analysis of gene expression data
- gene selection
- database
- machine learning
- model selection
- clustering gene expression data
- image processing
- decision trees
- feature space
- support vector machine
- support vector machine svm
- tissue samples
- microarray gene expression data
- high dimensional
- gene expression data sets
- feature extraction
- clustering algorithm
- random forest
- neural network
- gene networks