Clustering Based Active Learning for Evolving Data Streams.
Dino IencoAlbert BifetIndre ZliobaiteBernhard PfahringerPublished in: Discovery Science (2013)
Keyphrases
- evolving data streams
- active learning
- data streams
- concept drift
- stream mining
- streaming data
- random forests
- learning algorithm
- unlabeled data
- stream clustering
- machine learning
- semi supervised
- supervised learning
- training examples
- training set
- data stream mining
- semi supervised learning
- change detection
- real time
- single pass
- labeled data
- classification accuracy
- query processing
- data sets