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» Discovering Frequent Closed Itemsets for Association Rules
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ICDT
1999
ACM
93views Database» more  ICDT 1999»
13 years 9 months ago
Discovering Frequent Closed Itemsets for Association Rules
Nicolas Pasquier, Yves Bastide, Rafik Taouil, Lotf...
KDD
2006
ACM
198views Data Mining» more  KDD 2006»
14 years 5 months ago
CFI-Stream: mining closed frequent itemsets in data streams
Mining frequent closed itemsets provides complete and condensed information for non-redundant association rules generation. Extensive studies have been done on mining frequent clo...
Nan Jiang, Le Gruenwald
ISCC
2002
IEEE
147views Communications» more  ISCC 2002»
13 years 10 months ago
A new method for finding generalized frequent itemsets in generalized association rule mining
Generalized association rule mining is an extension of traditional association rule mining to discover more informative rules, given a taxonomy. In this paper, we describe a forma...
Kritsada Sriphaew, Thanaruk Theeramunkong
APPINF
2003
13 years 6 months ago
Fast Frequent Itemset Mining using Compressed Data Representation
Discovering association rules by identifying relationships among sets of items in a transaction database is an important problem in Data Mining. Finding frequent itemsets is compu...
Raj P. Gopalan, Yudho Giri Sucahyo
DAWAK
2010
Springer
13 years 6 months ago
Mining Closed Itemsets in Data Stream Using Formal Concept Analysis
Mining of frequent closed itemsets has been shown to be more efficient than mining frequent itemsets for generating non-redundant association rules. The task is challenging in data...
Anamika Gupta, Vasudha Bhatnagar, Naveen Kumar