Online Learning from Data Streams with Varying Feature Spaces.
Ege BeyazitJeevithan AlagurajahXindong WuPublished in: AAAI (2019)
Keyphrases
- online learning
- data streams
- feature space
- sliding window
- distance education
- sensor networks
- e learning
- streaming data
- concept drift
- online course
- higher education
- high dimensional
- training set
- change detection
- sensor data
- computer mediated
- dimensionality reduction
- distance learning
- image representation
- active learning
- data stream mining
- continuous data streams
- data distribution
- feature vectors
- outlier detection
- training samples
- itemsets
- low dimensional
- blended learning
- stream data
- hyperplane
- feature extraction
- kernel matrix
- feature selection
- classification algorithm
- stream processing
- classroom learning
- machine learning