94 search results - page 12 / 19 » Efficient Frequent Itemsets Mining by Sampling |
DAWAK
2009
Springer
15 years 1 months ago
2009
Springer
Since transaction identifiers (ids) are unique and would not usually be frequent, mining frequent patterns with transaction ids, showing records they occurred in, provides an effic...
100
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CIKM
2009
Springer
15 years 1 months ago
2009
Springer
Mining generator patterns has raised great research interest in recent years. The main purpose of mining itemset generators is that they can form equivalence classes together with...
117
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AICCSA
2008
IEEE
14 years 9 months ago
2008
IEEE
Mining fault tolerant (FT) frequent patterns from transactional datasets are very complex than mining all frequent patterns (itemsets), in terms of both search space exploration a...
83
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SDM
2009
SIAM
15 years 6 months ago
2009
SIAM
Recent research in frequent pattern mining (FPM) has shifted from obtaining the complete set of frequent patterns to generating only a representative (summary) subset of frequent ...
88
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DMIN
2006
14 years 10 months ago
2006
We discovered that the set of frequent hybrid sequential patterns obtained by previous researches is incomplete, due to the inapplicability of the Apriori principle. We design and ...