Proposal of a new stability concept to detect changes in unsupervised data streams.
Rosane Maria Maffei VallimRodrigo Fernandes de MelloPublished in: Expert Syst. Appl. (2014)
Keyphrases
- data streams
- semi supervised
- sliding window
- detection algorithm
- automatic detection
- neural network
- concept drift
- distributed data streams
- data streaming
- streaming data
- key concepts
- supervised learning
- detection method
- data distribution
- change detection
- multi dimensional
- sensor networks
- data structure
- data stream mining
- stream mining
- clustering algorithm
- data mining