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31

KDD
2001
ACM

181views Data Mining» more KDD 2001»

Identifying non-actionable association rules

14 years 9 months ago

Building predictive models and finding useful rules are two important tasks of data mining. While building predictive models has been well studied, finding useful rules for action...

Bing Liu, Wynne Hsu, Yiming Ma

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29

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MLDM
2007
Springer

177views Machine Learning» more MLDM 2007»

A Novel Rule Ordering Approach in Classification Association Rule Mining

14 years 2 months ago

Download www.csc.liv.ac.uk

A Classification Association Rule (CAR), a common type of mined knowledge in Data Mining, describes an implicative co-occurring relationship between a set of binary-valued data-att...

Yanbo J. Wang, Qin Xin, Frans Coenen

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32

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ICSE
2009
IEEE-ACM

105views Software Engineering» more ICSE 2009»

Mining exception-handling rules as sequence association rules

14 years 3 months ago

Download people.engr.ncsu.edu

Programming languages such as Java and C++ provide exception-handling constructs to handle exception conditions. Applications are expected to handle these exception conditions and...

Suresh Thummalapenta, Tao Xie

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28

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SDM
2009
SIAM

143views Data Mining» more SDM 2009»

Finding Representative Association Rules from Large Rule Collections.

14 years 5 months ago

Download www.almaden.ibm.com

One of the most well-studied problems in data mining is computing association rules from large transactional databases. Often, the rule collections extracted from existing datamin...

Warren L. Davis IV, Peter Schwarz, Evimaria Terzi

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19

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CIKM
1994
Springer

131views Information Technology» more CIKM 1994»

Finding Interesting Rules from Large Sets of Discovered Association Rules

14 years 21 days ago

Download www.lans.ece.utexas.edu

Mika Klemettinen, Heikki Mannila, Pirjo Ronkainen,...

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