Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT.
Usman AhmedJerry Chun-Wei LinGautam SrivastavaPublished in: ACM Trans. Sens. Networks (2023)
Keyphrases
- unlabeled data
- active learning
- labeled data
- semi supervised
- semi supervised learning
- supervised learning
- co training
- unlabeled examples
- labeled examples
- labeled and unlabeled data
- learning algorithm
- semi supervised classification
- training examples
- class labels
- training set
- text categorization
- labeled training data
- number of labeled examples
- text classification
- training data
- machine learning
- class distribution
- selective sampling
- small set of labeled
- random sampling
- unlabeled instances
- learning process
- cost sensitive
- positive examples
- domain adaptation
- transfer learning
- label propagation
- model selection
- sample selection
- supervised learning algorithms
- data sets
- information retrieval
- transductive learning
- knn
- small number
- multi label
- pairwise constraints