Concept-evolution detection in non-stationary data streams: a fuzzy clustering approach.
Poorya ZareMoodiSajjad Kamali SiahroudiHamid BeigyPublished in: Knowl. Inf. Syst. (2019)
Keyphrases
- non stationary
- fuzzy clustering
- data streams
- concept drift
- temporal evolution
- fuzzy clustering algorithm
- change point detection
- fuzzy c means
- fuzzy c means algorithm
- intuitionistic fuzzy
- clustering algorithm
- change detection
- membership functions
- cluster analysis
- fuzzy clustering algorithms
- adaptive algorithms
- fuzzy clustering method
- autoregressive
- fuzzy c means clustering algorithm
- possibilistic clustering
- data sets
- hard c means
- empirical mode decomposition
- membership values
- euclidean distance
- detection algorithm
- multiresolution
- computer vision