Data Stream Sampling with Fuzzy Task Boundaries and Noisy Labels.
Yu-Hsi ChenPublished in: CoRR (2024)
Keyphrases
- data streams
- sliding window
- fuzzy sets
- streaming data
- concept drift
- change detection
- membership functions
- label noise
- fuzzy logic
- training data
- fuzzy numbers
- fuzzy rules
- object boundaries
- data sets
- multi dimensional
- transactional data
- data distribution
- missing data
- class labels
- itemsets
- continuous data streams
- multi dimensional data
- space efficient
- stream data
- noise free
- sampling algorithm
- active learning
- fuzzy controller
- random sampling
- data structure
- multi label
- noisy data
- training set
- pairwise