HRNeuro-fuzzy: Adapting neuro-fuzzy classifier for recurring concept drift of evolving data streams using rough set theory and holoentropy.
Jagannath E. NalavadeT. Senthil MuruganPublished in: J. King Saud Univ. Comput. Inf. Sci. (2018)
Keyphrases
- concept drift
- fuzzy classifier
- evolving data streams
- rough set theory
- neuro fuzzy
- fuzzy rules
- rough sets
- data streams
- fuzzy sets
- streaming data
- fuzzy membership functions
- change detection
- decision rules
- non stationary
- data distribution
- stream mining
- classification algorithm
- fuzzy logic
- knowledge discovery
- data stream mining
- stream clustering
- membership functions
- data analysis
- neural network
- concept lattice
- stream data
- fuzzy reasoning
- genetic algorithm ga
- image processing
- data mining
- data sets
- prediction accuracy
- real time