Semi-supervised hierarchy learning using multiple-labeled data.
Ailar JavadiAlexander GrayDavid AndersonVisar BerishaPublished in: MLSP (2011)
Keyphrases
- semi supervised
- labeled data
- labeled and unlabeled data
- supervised learning
- unlabeled data
- semi supervised learning
- active learning
- learning algorithm
- co training
- domain adaptation
- partially labeled data
- pairwise
- unsupervised learning
- background knowledge
- learning tasks
- prior knowledge
- semi supervised classification
- learning process
- incremental learning
- text classification
- supervised learning algorithms
- sample selection bias
- pairwise constraints
- multi label learning
- semi supervised clustering
- multi view
- kernel learning
- data points
- labeled instances
- labeling effort
- learning problems
- class labels
- multi view learning
- training data
- labeled training data
- weakly supervised
- labeled examples
- single view
- metric learning
- positive examples
- fully supervised
- learning models
- loss function