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ICDM
2003
IEEE
136views Data Mining» more  ICDM 2003»
13 years 10 months ago
T-Trees, Vertical Partitioning and Distributed Association Rule Mining
Frans Coenen, Paul H. Leng, Shakil Ahmed
KDD
2002
ACM
214views Data Mining» more  KDD 2002»
14 years 5 months ago
Privacy preserving association rule mining in vertically partitioned data
Privacy considerations often constrain data mining projects. This paper addresses the problem of association rule mining where transactions are distributed across sources. Each si...
Jaideep Vaidya, Chris Clifton
KER
2006
107views more  KER 2006»
13 years 4 months ago
Partitioning strategies for distributed association rule mining
In this paper a number of alternative strategies for distributed/parallel association rule mining are investigated. The methods examined make use of a data structure, the T-tree, ...
Frans Coenen, Paul H. Leng
ISCI
2007
99views more  ISCI 2007»
13 years 4 months ago
Privacy-preserving algorithms for distributed mining of frequent itemsets
Standard algorithms for association rule mining are based on identification of frequent itemsets. In this paper, we study how to maintain privacy in distributed mining of frequen...
Sheng Zhong
ISI
2007
Springer
13 years 11 months ago
Mining Higher-Order Association Rules from Distributed Named Entity Databases
The burgeoning amount of textual data in distributed sources combined with the obstacles involved in creating and maintaining central repositories motivates the need for effective ...
Shenzhi Li, Christopher D. Janneck, Aditya P. Bela...