Data streams fast EM-fuzzy clustering based on Kohonen's self-learning.
Yevgeniy V. BodyanskiyAnastasiia O. DeinekoYana V. KutsenkoOleksandr O. ZayikaPublished in: DSMP (2016)
Keyphrases
- data streams
- fuzzy neural network
- neural network
- fuzzy logic
- sliding window
- fuzzy sets
- membership functions
- fuzzy rules
- concept drift
- sensor networks
- expectation maximization
- data sets
- streaming data
- fuzzy clustering
- fuzzy set theory
- itemsets
- image segmentation
- data distribution
- change detection
- continuous data streams
- fuzzy controller
- fuzzy systems
- maximum likelihood
- data stream mining
- distributed data streams
- mining data streams
- sensor data
- self organizing maps
- frequent itemsets
- unsupervised learning
- generative model
- probabilistic model