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42

ICDE
1995
IEEE

139views Database» more ICDE 1995»

Set-Oriented Mining for Association Rules in Relational Databases

14 years 7 months ago

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

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21

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AIIA
2005
Springer

102views Artificial Intelligence» more AIIA 2005»

Mining Relational Association Rules for Propositional Classification

13 years 11 months ago

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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

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25

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ICOST
2011
Springer

235views Artificial Intelligence» more ICOST 2011»

Using Association Rule Mining to Discover Temporal Relations of Daily Activities

12 years 9 months ago

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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

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13

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COOPIS
2003
IEEE

112views Information Technology» more COOPIS 2003»

Mining Association Rules from Relational Data - Average Distance Based Method

13 years 11 months ago