SOM-based partial labeling of imbalanced data stream.
Elaheh ArabmakkiMehmed M. KantardzicPublished in: Neurocomputing (2017)
Keyphrases
- data streams
- self organizing maps
- sliding window
- unsupervised learning
- streaming data
- concept drift
- class imbalance
- change detection
- active learning
- transactional data
- image segmentation
- data distribution
- competitive learning
- neural network
- continuous queries
- space efficient
- data stream mining
- neural gas
- kohonen self organizing map
- growing self organizing map
- input data
- input space
- outlier detection
- text classification
- topology preserving
- stream processing
- high dimensional
- distributed data streams
- learning algorithm
- data sets
- stream data
- k means
- feature space
- continuous data streams
- massive data streams