A cellular automata approach to detecting concept drift and dealing with noise.
Majid PourkashaniMohammad Reza KangavariPublished in: AICCSA (2008)
Keyphrases
- cellular automata
- concept drift
- data streams
- streaming data
- drifting concepts
- drift detection
- non stationary
- cellular automaton
- change detection
- data distribution
- discrete dynamical systems
- cellular automata model
- pattern formation
- data stream classification
- classification algorithm
- target concept
- lattice gas
- batch learning
- chaotic dynamics
- image processing
- data sets
- image registration
- semi supervised
- active learning
- neural network