Incremental one-class classification on stationary data stream using two-quarter sphere.
Mohammad Hadi GhomanjaniJavad HamidzadehPublished in: Expert Syst. J. Knowl. Eng. (2018)
Keyphrases
- data streams
- non stationary
- sliding window
- streaming data
- concept drift
- change detection
- incremental learning
- data stream mining
- space efficient
- transactional data
- novelty detection
- distributed data streams
- single pass
- continuous data streams
- stream processing
- continuous queries
- outlier detection
- stream mining
- mining of frequent itemsets
- massive data streams
- heavy hitters
- continuous stream
- data distribution
- density estimation
- stream data
- single class
- unit sphere
- data stream classification
- binary classification
- frequent itemsets
- itemsets
- data sets