Gene selection of rat hepatocyte proliferation using adaptive sparse group lasso with weighted gene co-expression network analysis.
Juntao LiYadi WangHuimin XiaoCunshuan XuPublished in: Comput. Biol. Chem. (2019)
Keyphrases
- gene selection
- network analysis
- group lasso
- variable selection
- regression model
- microarray
- microarray data
- social network analysis
- gene sets
- gene expression data
- cancer classification
- efficient optimization
- gene expression
- multiple kernel learning
- multi task
- gene expression profiles
- complex networks
- text mining
- network structure
- link prediction
- feature selection
- contingency tables
- low rank
- high dimensional
- community detection
- high throughput
- protein protein interactions
- microarray datasets
- text classification
- support vector machine svm
- data sets
- pattern recognition
- social networks
- high dimensionality
- clustering method
- text categorization
- collaborative filtering
- machine learning