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20th International Conference on Data Engineering (ICDE'04)
Boston, Massachusetts
March 30-April 02
ISBN: 0-7695-2065-0
ASCII Text
x 
 
Sanjay Chawla, Joseph Davis, Gaurav Pandey, "On Local Pruning of Association Rules Using Directed Hypergraphs," Data Engineering, International Conference on, pp. 832, 20th International Conference on Data Engineering (ICDE'04), 2004.
 
 
BibTex
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@article{ 10.1109/ICDE.2004.1320063,
author = {Sanjay Chawla and Joseph Davis and Gaurav Pandey},
title = {On Local Pruning of Association Rules Using Directed Hypergraphs},
journal ={Data Engineering, International Conference on},
volume = {0},
year = {2004},
issn = {1063-6382},
pages = {832},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDE.2004.1320063},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Data Engineering, International Conference on
TI - On Local Pruning of Association Rules Using Directed Hypergraphs
SN - 1063-6382
SP
EP
A1 - Sanjay Chawla,
A1 - Joseph Davis,
A1 - Gaurav Pandey,
PY - 2004
KW - null
VL - 0
JA - Data Engineering, International Conference on
ER -
 
Sanjay Chawla, University of Sydney
Joseph Davis, University of Sydney
Gaurav Pandey, IIT Kanpur, India
In this paper we propose an adaptive local pruning method for association rules. Our method exploits the exact mapping between a certain class of association rules, namely those whose consequents are singletons and backward directed hypergraphs (B-Graphs). The hypergraph which represents the association rules is called an Association Rules Network(ARN). Here we present a simple example of an ARN. In the full paper we prove several properties of the ARN and apply the results of our approach to two popular data sets.
Citation:
Sanjay Chawla, Joseph Davis, Gaurav Pandey, "On Local Pruning of Association Rules Using Directed Hypergraphs," icde, pp.832, 20th International Conference on Data Engineering (ICDE'04), 2004
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