A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification.
Kleanthis MalialisManuel RoveriCesare AlippiChristos G. PanayiotouMarios M. PolycarpouPublished in: CoRR (2022)
Keyphrases
- non stationary
- concept drift
- data stream classification
- data stream mining
- streaming data
- random fields
- adaptive algorithms
- autoregressive
- data streams
- empirical mode decomposition
- change detection
- incremental learning
- multi component
- stream data
- learning algorithm
- high dimensional data
- text categorization
- nearest neighbor
- high dimensional
- support vector
- reinforcement learning