An algorithm for arbitrary-order cumulant tensor calculation in a sliding window of data streams.
Krzysztof DominoPiotr GawronPublished in: Int. J. Appl. Math. Comput. Sci. (2019)
Keyphrases
- sliding window
- data streams
- fixed size
- walsh hadamard transform
- window size
- boyer moore
- space efficient
- high speed data streams
- streaming data
- variable size
- window sizes
- preprocessing
- single pass
- stream data
- frequent item sets
- closed frequent itemsets
- compact data structure
- skyline queries
- database
- classification algorithm
- sensor data
- pattern matching
- expectation maximization
- data mining techniques
- sensor networks
- similarity measure
- data mining