Soft-constrained Laplacian score for semi-supervised multi-label feature selection.
Abdelouahid AlalgaKhalid BenabdeslemNora TalebPublished in: Knowl. Inf. Syst. (2016)
Keyphrases
- multi label
- text categorization
- semi supervised
- feature selection
- semi supervised learning
- multi label classification
- text classification
- multi label learning
- unlabeled data
- labeled data
- binary classification
- feature selections
- image annotation
- supervised learning
- active learning
- multi instance
- unsupervised learning
- image classification
- class labels
- learning tasks
- graph cuts
- machine learning
- classification accuracy
- pairwise
- naive bayes
- label propagation
- feature set
- knn
- protein function prediction
- cost sensitive
- pairwise constraints
- feature space
- support vector
- hierarchical text categorization
- data sets