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KDD
2009
ACM
192views Data Mining» more  KDD 2009»
13 years 9 months ago
CP-summary: a concise representation for browsing frequent itemsets
Ardian Kristanto Poernomo, Vivekanand Gopalkrishna...
KDD
2010
ACM
223views Data Mining» more  KDD 2010»
13 years 8 months ago
Frequent regular itemset mining
Concise representations of frequent itemsets sacrifice readability and direct interpretability by a data analyst of the concise patterns extracted. In this paper, we introduce an...
Salvatore Ruggieri
KDD
2009
ACM
168views Data Mining» more  KDD 2009»
13 years 11 months ago
Cartesian contour: a concise representation for a collection of frequent sets
In this paper, we consider a novel scheme referred to as Cartesian contour to concisely represent the collection of frequent itemsets. Different from the existing works, this sche...
Ruoming Jin, Yang Xiang, Lin Liu
KAIS
2008
114views more  KAIS 2008»
13 years 4 months ago
A new concise representation of frequent itemsets using generators and a positive border
A complete set of frequent itemsets can get undesirably large due to redundancy when the minimum support threshold is low or when the database is dense. Several concise representat...
Guimei Liu, Jinyan Li, Limsoon Wong
ICDM
2005
IEEE
125views Data Mining» more  ICDM 2005»
13 years 10 months ago
A Thorough Experimental Study of Datasets for Frequent Itemsets
The discovery of frequent patterns is a famous problem in data mining. While plenty of algorithms have been proposed during the last decade, only a few contributions have tried to...
Frédéric Flouvat, Fabien De Marchi, ...