Online Learning from Trapezoidal Data Streams.
Qin ZhangPeng ZhangGuodong LongWei DingChengqi ZhangXindong WuPublished in: IEEE Trans. Knowl. Data Eng. (2016)
Keyphrases
- online learning
- data streams
- sliding window
- sensor networks
- e learning
- concept drift
- streaming data
- computer mediated
- higher education
- data sets
- online course
- distance education
- change detection
- membership functions
- stream data
- fuzzy numbers
- continuous data streams
- mining data streams
- distance learning
- data distribution
- blended learning
- continuous queries
- online learning environments
- computational intelligence
- active learning
- incoming data
- anytime classification
- data stream classification
- fuzzy variable
- stream mining
- limited memory
- stream processing
- sensor data
- learning styles
- itemsets
- neural network