January 2011
Intermediate to advanced
420 pages
12h 32m
English
Content preview from Practical Applications of Data Mining
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74 Chapter 2 assoCiation rules
2.10 SELECTED BIBLIOGRAPHIC NOTES
The Apriori and AprioriTid algorithms described in Section 2.2 are from
[Agrawal 1994]. General survey and comparisons of various association-rule
mining algorithms are given in [Hipp 2000]. [Agrawal 1994] and [Manilla
1994a] give new and improved methods for discovering association rules.
Generalized association-rule mining is discussed in [Srikant 1995], whereas
[Denwattana 2001] gives a parameterized algorithm for association-rule
mining. Temporal constraints in association-rule generation are from [Li 2003],
[Lee 2001], and [Ting 2003]. Detailed algorithms and strategies for mining
attribute-oriented associations described in Section 2.3 are directly from ...