Unbiased online active learning in data streams.
Wei ChuMartin ZinkevichLihong LiAchint ThomasBelle L. TsengPublished in: KDD (2011)
Keyphrases
- active learning
- data streams
- online learning
- sliding window
- batch mode
- learning strategies
- data sets
- sensor networks
- pool based active learning
- streaming data
- semi supervised
- change detection
- stream mining
- evolving data streams
- sensor data
- concept drift
- active learning strategies
- learning process
- decision trees
- data stream mining
- selective sampling
- data streaming
- crowd sourced
- multiple data streams
- real time