Online Learning From Incomplete and Imbalanced Data Streams.
Dianlong YouJiawei XiaoYang WangHuigui YanDi WuZhen ChenLimin ShenXindong WuPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- online learning
- data streams
- sliding window
- stream data
- concept drift
- e learning
- sensor networks
- streaming data
- higher education
- class imbalance
- distance education
- active learning
- data distribution
- distance learning
- sensor data
- computer mediated
- data stream mining
- blended learning
- data sets
- online course
- class distribution
- continuous queries
- imbalanced data
- change detection
- data streaming
- query processing
- rare events
- mining data streams
- multiple data streams
- imbalanced data sets
- anytime classification
- stream mining
- stream processing
- missing values
- outlier detection
- missing data
- learning algorithm