Online Active Learning in Data Stream Regression Using Uncertainty Sampling Based on Evolving Generalized Fuzzy Models.
Edwin LughoferMahardhika PratamaPublished in: IEEE Trans. Fuzzy Syst. (2018)
Keyphrases
- fuzzy model
- active learning
- data streams
- fuzzy modeling
- input output
- fuzzy systems
- radial basis function network
- nonlinear systems
- membership functions
- fuzzy rules
- fuzzy inference
- takagi sugeno
- fuzzy clustering
- real time
- fuzzy sets
- rule base
- sliding window
- fuzzy controller
- fuzzy control systems
- supervised learning
- machine learning
- concept drift
- training set
- neural network
- information granulation
- data sets
- itemsets
- model selection
- computational intelligence
- semi supervised
- fuzzy logic
- artificial intelligence
- parametric optimization