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» Partial Classification Using Association Rules
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KDD
1997
ACM
164views Data Mining» more  KDD 1997»
13 years 8 months ago
Partial Classification Using Association Rules
Kamal Ali, Stefanos Manganaris, Ramakrishnan Srika...
AUSAI
2004
Springer
13 years 8 months ago
Using Classification to Evaluate the Output of Confidence-Based Association Rule Mining
Abstract. Association rule mining is a data mining technique that reveals interesting relationships in a database. Existing approaches employ different parameters to search for int...
Stefan Mutter, Mark Hall, Eibe Frank
ICDM
2007
IEEE
206views Data Mining» more  ICDM 2007»
13 years 10 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
MLDM
2007
Springer
13 years 10 months 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
RSFDGRC
2007
Springer
236views Data Mining» more  RSFDGRC 2007»
13 years 10 months ago
Constructing Associative Classifier Using Rough Sets and Evidence Theory
Constructing accurate classifier based on association rule is an important and challenging task in data mining. In this paper, a novel combination strategy based on rough sets (RST...
Yuan-Chun Jiang, Ye-Zheng Liu, Xiao Liu, Jie-Kui Z...