Nonconvex Penalty Based Low-Rank Representation and Sparse Regression for eQTL Mapping.
Lin YuanLin ZhuWei-Li GuoXiaobo ZhouYouhua ZhangZhenhua HuangDe-Shuang HuangPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2017)
Keyphrases
- sparse regression
- low rank
- low rank representation
- convex optimization
- linkage disequilibrium
- gene expression
- objective function
- feature selection and classification
- missing data
- matrix factorization
- linear combination
- high order
- kernel matrix
- singular value decomposition
- least squares
- semi supervised
- high dimensional data
- data clustering
- genome wide
- genome wide association studies
- high dimensional
- pattern recognition
- feature selection