Online Learning from Capricious Data Streams: A Generative Approach.
Yi HeBaijun WuDi WuEge BeyazitSheng ChenXindong WuPublished in: IJCAI (2019)
Keyphrases
- online learning
- data streams
- sliding window
- e learning
- generative model
- concept drift
- streaming data
- sensor networks
- distributed data streams
- online course
- change detection
- computer mediated
- distance education
- stream data
- higher education
- data distribution
- distance learning
- data driven
- continuous queries
- discriminative learning
- online algorithms
- mining data streams
- stream processing
- data sets
- stream mining
- online learning environments
- machine learning
- blended learning
- sensor data
- active learning
- anomaly detection
- data stream mining
- unsupervised learning
- data stream classification
- data streaming
- heavy hitters
- data structure
- corporate training
- bayesian networks
- data stream management systems