Sandy Moens created MAHOUT-1355:
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Summary: Frequent Pattern Mining algorithms for Mahout
Key: MAHOUT-1355
URL: https://issues.apache.org/jira/browse/MAHOUT-1355
Project: Mahout
Issue Type: New Feature
Components: Frequent Itemset/Association Rule Mining
Affects Versions: 0.9
Reporter: Sandy Moens
Priority: Minor
Fix For: 1.0
We implemented frequent pattern mining algorithms for Hadoop and adapted them
to Mahout. We used "PFP" (now deprecated) as a benchmark and these
implementations perform better in terms of speed and memory footprint. The
details of the implementations can be found in the paper Frequent Pattern
Mining for BigData ( http://adrem.ua.ac.be/bigfim )
We have been maintaining the project for a while in GitLab (
https://gitlab.com/adrem/bigfim ). Documentation for adaptation (
Readme-Mahout.md ) and usage in mahout ( Mahout-wiki.md ) can be found there.
We are open to any modification and/or improvement requests to make it more
worthwhile for the Mahout project. We, as the research group, volunteer to
maintain FPM algorithms as well.
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