Finding efficiencies in frequent pattern mining from big uncertain data

Abstract

Many existing data mining algorithms search interesting patterns from transactional databases of precise data. However, there are situations in which data are uncertain. Items in each transaction of these probabilistic databases of uncertain data are usually associated with existential probabilities, which express the likelihood of these items to be present… (More)
DOI: 10.1007/s11280-016-0411-3

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