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AssociationRules

Page history last edited by mike@mbowles.com 8 years, 3 months ago

We'll use the slides from the text for this lecture.

chap6_basic_association_analysis.pdf

chap7_extended_association_analysis.pdf

 

The original papers for apriori rule, fpgrowth and eclat algorithms:

aprioriAgrawal_vldb94apriori.pdf

eclatZaki_kdd97.pdf

 

A background paper on the arules package in R:

arules.pdf

 

Zaki's paper on mining sequences:

sequenceMiningZaki10.1.1.113.6042.pdf

 

Here's R-code that we'll run through in class:

arulesExamp.R

arulesSeqExamp.R

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