Instance Selection: A Bayesian Decision Theory Perspective.
Qingqiang ChenFuyuan CaoYing XingJiye LiangPublished in: AAAI (2022)
Keyphrases
- decision theory
- instance selection
- nearest neighbor
- utility function
- decision making
- expected utility
- feature and instance selection
- text classification
- decision theoretic
- data reduction
- multiple instance learning
- classification accuracy
- supervised learning
- game theory
- theoretical framework
- artificial intelligence
- semi supervised learning
- multi class
- concept drift
- case based reasoning
- cooperative
- support vector machine
- data streams
- knowledge discovery and data mining
- unlabeled data
- selection criterion
- co training
- evaluation criteria
- neural network
- fuzzy logic
- multi agent
- real world