Combining Active Learning and Self-Labeling for Data Stream Mining.
Lukasz KoryckiBartosz KrawczykPublished in: CORES (2017)
Keyphrases
- active learning
- data stream mining
- data streams
- streaming data
- concept drift
- stream data
- active learning strategies
- learning algorithm
- stream mining
- supervised learning
- semi supervised
- training examples
- training set
- machine learning
- learning process
- data mining
- unlabeled data
- active learning framework
- sample selection
- data sets
- data generation
- frequent pattern mining
- semi supervised learning
- labeled data
- data structure