263 search results - page 8 / 53 » kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets |
123
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IEAAIE
2009
Springer
15 years 4 months ago
2009
Springer
Data mining refers to the process of revealing unknown and potentially useful information from a large database. Frequent itemsets mining is one of the foundational problems in dat...
CNSR
2007
IEEE
15 years 4 months ago
2007
IEEE
In this paper, conceptual frequency rate, a new frequency definition suitable for query stream mining, is introduced. An online single-pass algorithm called OFSD (Online Frequent...
IDEAL
2003
Springer
15 years 2 months ago
2003
Springer
Mining frequent patterns has been a topic of active research because it is computationally the most expensive step in association rule discovery. In this paper, we discuss the use ...
114
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IDA
2002
Springer
14 years 9 months ago
2002
Springer
Levelwise algorithms (e.g., the Apriori algorithm) have been proved eective for association rule mining from sparse data. However, in many practical applications, the computation ...
198
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ICDE
2004
IEEE
15 years 11 months ago
2004
IEEE
Previous studies have presented convincing arguments that a frequent pattern mining algorithm should not mine all frequent patterns but only the closed ones because the latter lea...