Fuzzy Clustering-Based Adaptive Regression for Drifting Data Streams.
Yiliao SongJie LuHaiyan LuGuangquan ZhangPublished in: IEEE Trans. Fuzzy Syst. (2020)
Keyphrases
- data streams
- concept drift
- sliding window
- fuzzy sets
- fuzzy logic
- fuzzy rules
- linear regression
- data sets
- regression model
- stream data
- membership functions
- fuzzy set theory
- streaming data
- inertia weight particle swarm optimization
- adaptive fuzzy
- fuzzy systems
- support vector regression
- fuzzy clustering
- regression analysis
- regression problems
- frequent itemsets
- decision making
- mining data streams
- distributed data streams
- anytime classification
- learning algorithm