Logical separability of labeled data examples under ontologies.
Jean Christoph JungCarsten LutzHadrien PulciniFrank WolterPublished in: Artif. Intell. (2022)
Keyphrases
- labeled data
- unlabeled data
- unlabeled examples
- training examples
- labeled examples
- semi supervised learning
- semi supervised
- active learning
- training data
- domain adaptation
- background knowledge
- text classification
- supervised learning
- semi supervised classification
- transfer learning
- sample selection bias
- prior knowledge
- labeled training data
- learning algorithm
- co training
- labeled and unlabeled data
- knowledge representation
- data points
- knowledge base
- class labels
- labeled training set
- label propagation
- databases
- domain specific
- pairwise
- feature selection
- supervised methods
- unsupervised learning
- human experts
- positive examples
- dimensionality reduction
- small number
- label information
- knowledge discovery
- training set
- semi supervised clustering
- support vector
- information retrieval
- machine learning