A Probabilistic Sketch for Summarizing Cold Items of Data Streams.
Yongqiang LiuXike XiePublished in: IEEE/ACM Trans. Netw. (2024)
Keyphrases
- data streams
- sliding window
- uncertain data
- bayesian networks
- uncertain data streams
- data sets
- generative model
- streaming data
- probabilistic model
- stream mining
- data structure
- itemsets
- continuous data streams
- concept drift
- stream data
- probabilistic approaches
- sensor data
- mining data streams
- stream processing
- probabilistic logic
- data distribution
- multi dimensional
- sensor networks
- genetic algorithm
- information retrieval