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» Online Generation of Association Rules
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KAIS
2002
64views more  KAIS 2002»
13 years 8 months ago
Attribute Generation Based on Association Rules
Masahiro Terabe, Takashi Washio, Hiroshi Motoda, O...
DEXA
2004
Springer
153views Database» more  DEXA 2004»
14 years 2 months ago
A New Approach of Eliminating Redundant Association Rules
Two important constraints of association rule mining algorithm are support and confidence. However, such constraints-based algorithms generally produce a large number of redundant ...
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
DEBU
1998
66views more  DEBU 1998»
13 years 8 months ago
Mining Large Itemsets for Association Rules
This paper provides a survey of the itemset method for association rule generation. The paper discusses past research on the topic and also studies the relevance and importance of...
Charu C. Aggarwal, Philip S. Yu
ICDM
2007
IEEE
206views Data Mining» more  ICDM 2007»
14 years 3 months ago
A Novel Rule Weighting Approach in Classification Association Rule Mining
Classification Association Rule Mining (CARM) is a recent Classification Rule Mining (CRM) approach that builds an Association Rule Mining (ARM) based classifier using Classificat...
Yanbo J. Wang, Qin Xin, Frans Coenen
KBS
2002
88views more  KBS 2002»
13 years 8 months ago
Mining the optimal class association rule set
We define an optimal class association rule set to be the minimum rule set with the same predictive power of the complete class association rule set. Using this rule set instead o...
Jiuyong Li, Hong Shen, Rodney W. Topor