Active Learning for One-Class Classification Using Two One-Class Classifiers.
Patrick SchlachterBin YangPublished in: EUSIPCO (2018)
Keyphrases
- active learning
- class imbalance
- binary classification
- binary classifiers
- single class
- active learning strategies
- network intrusion detection
- imbalanced data
- multi class
- selective sampling
- semi supervised
- training examples
- learning strategies
- supervised learning
- imbalanced data classification
- minority class
- learning algorithm
- training set
- random sampling
- machine learning
- experimental design
- multi class classification
- training data
- learning process
- data mining
- pool based active learning
- cost sensitive learning
- sampling methods
- labeled data
- novelty detection
- transfer learning
- queueing networks
- e learning
- active learning framework
- learning problems
- class distribution