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» Attribute Generation Based on Association Rules
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KAIS
2002
64views more  KAIS 2002»
13 years 4 months ago
Attribute Generation Based on Association Rules
Masahiro Terabe, Takashi Washio, Hiroshi Motoda, O...
APIN
2006
168views more  APIN 2006»
13 years 4 months ago
Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining
It is not an easy task to know a priori the most appropriate fuzzy sets that cover the domains of quantitative attributes for fuzzy association rules mining. In general, it is unre...
Mehmet Kaya, Reda Alhajj
CEC
2007
IEEE
13 years 8 months ago
Mining association rules from databases with continuous attributes using genetic network programming
Most association rule mining algorithms make use of discretization algorithms for handling continuous attributes. Discretization is a process of transforming a continuous attribute...
Karla Taboada, Eloy Gonzales, Kaoru Shimada, Shing...
RSFDGRC
2005
Springer
110views Data Mining» more  RSFDGRC 2005»
13 years 10 months ago
A Rough Set Based Model to Rank the Importance of Association Rules
Abstract. Association rule algorithms often generate an excessive number of rules, many of which are not significant. It is difficult to determine which rules are more useful, int...
Jiye Li, Nick Cercone
KDD
1998
ACM
131views Data Mining» more  KDD 1998»
13 years 9 months ago
Interestingness-Based Interval Merger for Numeric Association Rules
We present an algorithm for mining association rules from relational tables containing numeric and categorical attributes. The approach is to merge adjacent intervals of numeric v...
Ke Wang, Soon Hock William Tay, Bing Liu