Online learning from capricious data streams via shared and new feature spaces.
Peng ZhouShuai ZhangMu LiYuanting YanPublished in: Appl. Intell. (2024)
Keyphrases
- online learning
- data streams
- feature space
- sliding window
- change detection
- e learning
- streaming data
- distance education
- high dimensional
- computer mediated
- online course
- data distribution
- higher education
- sensor networks
- concept drift
- feature vectors
- data sets
- image representation
- image retrieval
- stream data
- distance learning
- outlier detection
- training samples
- active learning
- stream mining
- hyperplane
- training set
- sensor data
- data stream mining
- itemsets
- nearest neighbor
- continuous queries
- stream processing
- online algorithms
- feature set
- classroom learning
- face recognition
- multiscale
- support vector