Domain knowledge-enhanced variable selection for biomedical data analysis.
Xingyu WuZhenchao TaoBingbing JiangTianhao WuXin WangHuanhuan ChenPublished in: Inf. Sci. (2022)
Keyphrases
- variable selection
- domain knowledge
- data analysis
- high dimensional data
- input variables
- cross validation
- linear models
- high dimensional
- model selection
- text mining
- stochastic search
- group lasso
- dimension reduction
- data mining
- machine learning
- logistic regression models
- data warehouse
- domain experts
- rough sets
- biomedical literature
- feature selection
- nearest neighbor
- biological data
- knowledge discovery
- neural network
- data sets