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[[alternative]]Approximately Mining Recent Frequent Itemsets on Data Streams

open access: yes, 2010
[[abstract]]Recently, the data of many real applications are generated in the form of data streams. In this thesis, two approximately mining methods, named ATS (Average TimeStamp mining method) and FCP (Frequency Changing Point mining method), are ...
[[author]]石舒寧, 石舒寧
core  

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

open access: yes, 2010
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.
Hao, Boyu
core  

ITL-Mine: Mining Frequent Itemsets More Efficiently

open access: yes, 2002
The discovery of association rules is an important problem in data mining. It is a two-step process consisting of finding the frequent itemsets and generating association rules from them.
Raj P. Gopalan, Yudho Giri Sucahyo
core  

Reduction of Erasable Itemset Mining to Frequent Itemset Mining

open access: yesProceedings of the Annual Conference of JSAI, 2019
HONG, Tzung-Pei   +3 more
openaire   +1 more source

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