ehab-abdelhamid / GraMi

GraMi is a novel framework for frequent subgraph mining in a single large graph, GraMi outperforms existing techniques by 2 orders of magnitudes. GraMi supports finding frequent subgraphs as well as frequent patterns, Compared to subgraphs, patterns offer a more powerful version of matching that captures transitive interactions between graph nodes (like friend of a friend) which are very common in modern applications. Also, GraMi supports user-defined structural and semantic constraints over the results, as well as approximate results. For more details, check our paper: Mohammed Elseidy, Ehab Abdelhamid, Spiros Skiadopoulos, and Panos Kalnis. GRAMI: Frequent Subgraph and Pattern Mining in a Single Large Graph. PVLDB, 7(7):517-528, 2014.

ehab-abdelhamid
ehab-abdelhamid
Date Created 2014-03-12 (11 years ago)
Commits 14 (last one 6 years ago)
Stargazers 111 (0 this week)
Watchers 8 (0 this week)
Forks 39
License other
Ranking

RepositoryStats indexes 624,936 repositories, of these ehab-abdelhamid/GraMi is ranked #283,567 (55th percentile) for total stargazers, and #236,549 for total watchers. Github reports the primary language for this repository as Java, for repositories using this language it is ranked #15,508/29,283.

ehab-abdelhamid/GraMi is also tagged with popular topics, for these it's ranked: graph (#508/947)

Other Information

ehab-abdelhamid/GraMi has 3 open pull requests on Github, 3 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 7 open issues and 10 closed issues.

There have been 1 release, the latest one was published on 2014-04-01 (10 years ago) with the name GraMi v0.1.

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updated: 2025-03-07 @ 05:25am, id: 17661698 / R_kgDOAQ1_Ag