Fused lasso for feature selection using structural information.
Lixin CuiLu BaiYue WangPhilip S. YuEdwin R. HancockPublished in: Pattern Recognit. (2021)
Keyphrases
- structural information
- feature selection
- text categorization
- text classification
- structural similarity
- multi class
- support vector
- classification accuracy
- mutual information
- model selection
- machine learning
- multi task
- dimensionality reduction
- feature space
- feature set
- fusion method
- structural features
- data fusion
- feature extraction
- linguistic information
- global information
- information fusion
- support vector machine
- feature selection algorithms
- variable selection
- feature subset
- logical structure
- feature fusion
- topological information
- dimension reduction
- sample size
- semantic information
- regression model