Building Differential Co-expression Networks with Variable Selection and Regularization.
Camila RiccioJorge FinkeCamilo RochaPublished in: COMPLEX NETWORKS (1) (2022)
Keyphrases
- variable selection
- group lasso
- input variables
- sparsity inducing
- cross validation
- high dimensional
- stochastic search
- linear models
- dimension reduction
- model selection
- structured sparsity
- high dimensional data
- feature selection
- regularization parameter
- principal component analysis
- support vector machine
- data mining
- number of input variables