Grouped Gene Selection of Cancer via Adaptive Sparse Group Lasso Based on Conditional Mutual Information.
Juntao LiWenpeng DongDeyuan MengPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2018)
Keyphrases
- gene selection
- group lasso
- conditional mutual information
- variable selection
- regression model
- microarray data
- cancer classification
- microarray
- mutual information
- efficient optimization
- dna microarray
- feature selection
- multi task
- gene expression data
- cancer diagnosis
- multiple kernel learning
- contingency tables
- ovarian cancer
- gene expression profiles
- high dimensional
- regularization term
- gene expression
- low rank
- support vector machine svm
- convex optimization
- model selection
- missing data
- random forest
- dimension reduction
- feature space
- data analysis
- image processing
- cross validation
- data sets