Clustering data stream with uncertainty using belief function theory and fading function.
Javad HamidzadehReyhaneh GhadamyariPublished in: Soft Comput. (2020)
Keyphrases
- belief functions
- dempster shafer
- data streams
- probability theory
- dempster shafer theory
- handling uncertainty
- probability functions
- imprecise probabilities
- probability function
- uncertain reasoning
- fuzzy measures
- evidential reasoning
- clustering algorithm
- outlier detection
- uncertain information
- sliding window
- multiple data streams
- multicriteria decision making
- expected utility
- probabilistic graphical models
- markov tree
- theoretical framework
- fuzzy clustering
- streaming data
- bayesian networks