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Posted to dev@mahout.apache.org by "Sandy Moens (JIRA)" <ji...@apache.org> on 2013/11/13 18:09:22 UTC

[jira] [Issue Comment Deleted] (MAHOUT-1355) Frequent Pattern Mining algorithms for Mahout

     [ https://issues.apache.org/jira/browse/MAHOUT-1355?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Sandy Moens updated MAHOUT-1355:
--------------------------------

    Comment: was deleted

(was: Patch for FPM algorithms)

> 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
>         Attachments: MAHOUT-1355.patch
>
>   Original Estimate: 336h
>  Remaining Estimate: 336h
>
> 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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