Multilabel Text Classification With Incomplete Labels: A Safe Generative Model With Label Manifold Regularization and Confidence Constraint.
Yuanyuan GuanXiming LiPublished in: IEEE Multim. (2020)
Keyphrases
- multi label
- generative model
- text classification
- multi label classification
- semi supervised
- multiple labels
- text categorization
- label space
- probabilistic model
- unlabeled data
- semi supervised learning
- multilabel classification
- class labels
- labeled and unlabeled data
- labeled data
- graph cuts
- bayesian framework
- feature selection
- image classification
- text mining
- prior knowledge
- learning tasks
- bag of words
- pairwise constraints
- knn
- em algorithm
- machine learning
- convex relaxation
- conditional random fields
- parameter learning
- transfer learning
- topic models
- expectation maximization
- active learning
- classification accuracy
- incomplete data
- k nearest neighbor
- learning algorithm