The prediction of online time series with concept drift based on dynamic intuitionistic fuzzy cognitive map.
Nannan ZhangXixi YaoChao LuoPublished in: Intell. Data Anal. (2021)
Keyphrases
- concept drift
- fuzzy cognitive maps
- non stationary
- data streams
- stream clustering
- drifting concepts
- drift detection
- streaming data
- evolving data streams
- prediction accuracy
- feedback loops
- real time
- cognitive network
- change detection
- classification algorithm
- batch learning
- data distribution
- data stream classification
- neural network
- data sets