Research on Concept-Drifting Data Stream Based on Fuzzy Integral Ensemble Classifier System.
Baoju ZhangYidi ChenLei XuePublished in: CSPS (3) (2018)
Keyphrases
- fuzzy integral
- concept drifting
- data streams
- mining concept drifting data streams
- stream data
- streaming data
- concept drift
- mining data streams
- concept drifting data streams
- choquet integral
- noisy data streams
- noisy data
- sliding window
- fuzzy measures
- rotation invariant
- historical data
- change detection
- sensor data
- ensemble learning
- continuous queries
- classifier combination
- data sets
- fusion method
- data distribution
- ensemble classifier
- network traffic
- decision trees
- data fusion
- pattern recognition
- data structure