On Fuzzy Clustering of Data Streams with Concept Drift.
Maciej JaworskiPiotr DudaLena PietruczukPublished in: ICAISC (2) (2012)
Keyphrases
- fuzzy clustering
- concept drift
- data streams
- streaming data
- drifting concepts
- sliding window
- fuzzy c means
- data stream classification
- stream data
- mining data streams
- fuzzy clustering algorithm
- drift detection
- fuzzy c means algorithm
- fuzzy clustering method
- evolving data streams
- data distribution
- membership functions
- fuzzy clustering algorithms
- change detection
- data stream mining
- clustering algorithm
- data sets
- stream mining
- classification algorithm
- non stationary
- fuzzy sets
- learning algorithm
- image registration
- fuzzy logic
- incoming data
- cluster analysis
- sequential patterns
- nearest neighbor
- bayesian networks
- computer vision