Exploiting Propositionalization Based on Random Relational Rules for Semi-supervised Learning.
Grant AndersonBernhard PfahringerPublished in: PAKDD (2008)
Keyphrases
- semi supervised learning
- relational learning
- semi supervised
- rule learning
- labeled data
- unlabeled data
- learning problems
- supervised learning
- machine learning
- unsupervised learning
- semi supervised classification
- manifold regularization
- training data
- active learning
- co training
- multi relational
- relational data
- label propagation
- regularization framework
- semi supervised learning algorithms
- labeled examples
- graph based semi supervised learning
- inductive logic programming
- statistical relational learning
- association rules
- domain adaptation
- learning models
- transfer learning
- multi view
- labeled and unlabeled data
- semi supervised learning methods
- improve the classification accuracy
- information retrieval
- feature selection
- feature space
- graph construction
- text classification
- human experts