A graph-based elastic net for variable selection and module identification for genomic data analysis.
Zheng XiaXiaobo ZhouWei ChenChunqi ChangPublished in: BIBM (2010)
Keyphrases
- variable selection
- elastic net
- data analysis
- input variables
- cross validation
- high dimensional
- high dimensional data
- linear models
- dimension reduction
- topology preserving
- feature selection
- regularization parameter
- linear support vector machines
- high throughput
- sparse learning
- ls svm
- cluster analysis
- model selection
- machine learning
- data mining
- semi supervised
- data sets
- markov random field
- nearest neighbor
- clustering algorithm
- learning algorithm