Self-organizing fuzzy inference ensemble system for big streaming data classification.
Xiaowei GuPlamen P. AngelovZhijin ZhaoPublished in: Knowl. Based Syst. (2021)
Keyphrases
- streaming data
- concept drifting data streams
- fuzzy inference
- data streams
- neural network
- concept drift
- classifier ensemble
- pattern recognition
- decision trees
- feature extraction
- classification algorithm
- training set
- sliding window
- ensemble classifier
- fuzzy logic
- supervised learning
- fuzzy sets
- fuzzy inference system
- classification rules
- data distribution
- concept drifting
- classification accuracy
- feature vectors
- text classification
- fuzzy rules
- membership functions
- machine learning
- feature space
- fuzzy systems
- support vector
- fuzzy neural network
- data sets
- feature selection
- knowledge base
- ensemble methods
- input output
- decision rules