Finding frequent items in probabilistic data

@inproceedings{Zhang2008FindingFI,
  title={Finding frequent items in probabilistic data},
  author={Qin Zhang and Feifei Li and Ke Yi},
  booktitle={SIGMOD Conference},
  year={2008}
}
Computing statistical information on probabilistic data has attracted a lot of attention recently, as the data generated from a wide range of data sources are inherently fuzzy or uncertain. In this paper, we study an important statistical query on probabilistic data: finding the frequent items. One straightforward approach to identify the frequent items in a probabilistic data set is to simply compute the expected frequency of an item and decide if it exceeds a certain fraction of the expected… CONTINUE READING
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