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243
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ICDE
1995
IEEE
139views Database» more  ICDE 1995»
16 years 4 months ago
Set-Oriented Mining for Association Rules in Relational Databases
We describe set-oriented algorithms for mining association rules. Such algorithms imply performing multiple joins and may appear to be inherently less escient than special-purpose...
Maurice A. W. Houtsma, Arun N. Swami
157
Voted
AIIA
2005
Springer
15 years 9 months ago
Mining Relational Association Rules for Propositional Classification
In traditional classification setting, training data are represented as a single table, where each row corresponds to an example and each column to a predictor variable or the targ...
Annalisa Appice, Michelangelo Ceci, Donato Malerba
ICOST
2011
Springer
14 years 7 months ago
Using Association Rule Mining to Discover Temporal Relations of Daily Activities
The increasing aging population has inspired many machine learning researchers to find innovative solutions for assisted living. A problem often encountered in assisted living set...
Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook
121
Voted
COOPIS
2003
IEEE
15 years 8 months ago
Mining Association Rules from Relational Data - Average Distance Based Method
Vladimír Bartík, Jaroslav Zendulka
123
Voted
IKE
2003
15 years 4 months ago
A Layered Optimizer for Mining Association Rules Over Relational Database Management Systems
Mahesh Dudgikar, Sharma Chakravarthy, Raymond A. L...