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» A Rule Format for Associativity
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MLDM
2007
Springer
14 years 25 days ago
A Novel Rule Ordering Approach in Classification Association Rule Mining
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
ICSE
2009
IEEE-ACM
14 years 1 months ago
Mining exception-handling rules as sequence association rules
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
SDM
2009
SIAM
143views Data Mining» more  SDM 2009»
14 years 3 months ago
Finding Representative Association Rules from Large Rule Collections.
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
CIKM
1994
Springer
13 years 10 months ago
Finding Interesting Rules from Large Sets of Discovered Association Rules
Mika Klemettinen, Heikki Mannila, Pirjo Ronkainen,...
MLDM
2008
Springer
13 years 6 months ago
Hybrid Rule Ordering in Classification Association Rule Mining
Yanbo J. Wang, Qin Xin, Frans Coenen