51 search results - page 7 / 11 » MAFIA: A Performance Study of Mining Maximal Frequent Itemse... |
KDD
1997
ACM
15 years 1 months ago
1997
ACM
Discovery of association rules is an important problem in database mining. In this paper we present new algorithms for fast association mining, which scan the database only once, ...
ICDM
2009
IEEE
15 years 4 months ago
2009
IEEE
—Finding the most interesting correlations among items is essential for problems in many commercial, medical, and scientific domains. Much previous research focuses on finding ...
IDEAS
2005
IEEE
15 years 3 months ago
2005
IEEE
The resource requirements of frequent pattern mining algorithms depend mainly on the length distribution of the mined patterns in the database. Synthetic databases, which are used...
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ICDE
2005
IEEE
15 years 11 months ago
2005
IEEE
Benchmarking technical solutions is as important as the solutions themselves. Yet many fields still lack any type of rigorous evaluation. Performance benchmarking has always been ...
IJFCS
2008
14 years 9 months ago
2008
In data mining applications, highly sized contexts are handled what usually results in a considerably large set of frequent itemsets, even for high values of the minimum support t...