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» Frequent regular itemset mining
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KDD
2009
ACM
192views Data Mining» more  KDD 2009»
15 years 2 months ago
CP-summary: a concise representation for browsing frequent itemsets
Ardian Kristanto Poernomo, Vivekanand Gopalkrishna...
CIKM
2006
Springer
15 years 1 months ago
Efficient mining of max frequent patterns in a generalized environment
This poster paper summarizes our solution for mining max frequent generalized itemsets (g-itemsets), a compact representation for frequent patterns in the generalized environment....
Daniel Kunkle, Donghui Zhang, Gene Cooperman
PKDD
2004
Springer
131views Data Mining» more  PKDD 2004»
15 years 2 months ago
Asynchronous and Anticipatory Filter-Stream Based Parallel Algorithm for Frequent Itemset Mining
Abstract In this paper we propose a novel parallel algorithm for frequent itemset mining. The algorithm is based on the filter-stream programming model, in which the frequent item...
Adriano Veloso, Wagner Meira Jr., Renato Ferreira,...
ICDM
2005
IEEE
157views Data Mining» more  ICDM 2005»
15 years 3 months ago
Blocking Anonymity Threats Raised by Frequent Itemset Mining
In this paper we study when the disclosure of data mining results represents, per se, a threat to the anonymity of the individuals recorded in the analyzed database. The novelty o...
Maurizio Atzori, Francesco Bonchi, Fosca Giannotti...
SAC
2010
ACM
15 years 2 months ago
Mining interesting sets and rules in relational databases
In this paper we propose a new and elegant approach toward the generalization of frequent itemset mining to the multirelational case. We define relational itemsets that contain i...
Bart Goethals, Wim Le Page, Michael Mampaey