Online Active Learning for Drifting Data Streams.
Sanmin LiuShan XueJia WuChuan ZhouJian YangZhao LiJie CaoPublished in: IEEE Trans. Neural Networks Learn. Syst. (2023)
Keyphrases
- active learning
- data streams
- concept drift
- online learning
- learning strategies
- batch mode
- sliding window
- data sets
- machine learning
- sensor networks
- decision trees
- itemsets
- website
- learning algorithm
- online communities
- mining data streams
- pool based active learning
- training set
- cost sensitive
- random sampling
- streaming data
- continuous queries
- stream data
- real time