Mining frequent itemsets from uncertain data: extensions to constrained mining and stream mining

Most studies on frequent itemset mining focus on mining precise data. However, there are situations in which the data are uncertain. This leads to the mining of uncertain data. There are also situations in which users are only interested in frequent itemsets that satisfy user-specified aggregate con...

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Bibliographic Details
Main Author: Hao, Boyu
Other Authors: Leung, Carson K. (Computer Science)
Language:en_US
Published: 2010
Subjects:
Online Access:http://hdl.handle.net/1993/4034