Clustering based approach for incomplete data streams processing.
Fatma M. NajibRasha M. IsmailNagwa L. BadrTarek F. GharibPublished in: J. Intell. Fuzzy Syst. (2020)
Keyphrases
- data streams
- clustering algorithm
- sliding window
- stream processing
- clustering method
- real time
- k means
- multiple data streams
- load shedding
- hierarchical clustering
- outlier detection
- document clustering
- graph theoretic
- data sets
- streaming data
- missing values
- distance metric
- sensor data
- information processing
- unsupervised learning
- self organizing maps
- efficient processing
- continuous queries
- data points
- continuous data streams
- feature selection
- data stream management systems