An Incremental Learning of Concept Drifts Using Evolving Type-2 Recurrent Fuzzy Neural Networks.
Mahardhika PratamaJie LuEdwin LughoferGuangquan ZhangMeng Joo ErPublished in: IEEE Trans. Fuzzy Syst. (2017)
Keyphrases
- incremental learning
- fuzzy neural network
- batch learning
- concept drift
- data stream classification
- input output
- data streams
- neural network
- supervised learning
- non stationary
- membership functions
- fuzzy rules
- data distribution
- classification algorithm
- polynomial neural networks
- recurrent neural networks
- learning process
- learning capabilities
- design methodology
- machine learning
- control strategy
- neuro fuzzy
- fuzzy control
- data analysis
- feature selection
- decision trees
- learning rate
- fuzzy controller
- prediction model
- data sets
- nearest neighbor
- text classification