Active Learning of Equivalence Relations by Minimizing the Expected Loss Using Constraint Inference.
Steffen RendleLars Schmidt-ThiemePublished in: ICDM (2008)
Keyphrases
- expected loss
- active learning
- equivalence relation
- rough set theory
- error rate
- decision rules
- rough sets
- machine learning
- learning algorithm
- numerical data
- rough set approximations
- semi supervised
- pattern recognition
- learning process
- granular computing
- bayesian networks
- binary relations
- random graphs
- rule sets
- decision making
- data mining
- databases
- data sets