GitHub topics: frequent-patterns

Repositories

HarshaPugal/BFPDEP

BFPDEP(Bit vector based Frequent Pattern mining using Discarded Elements Prudently)

Language: Java - Size: 88.9 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

LoLei/spmf-py

Python SPMF Wrapper 🐍 🎁

Language: Python - Size: 42 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 66 - Forks: 18

zakimjz/Origami

Origami: Algorithm for Representative Orthogonal Graph Mining and Sampling

Language: C++ - Size: 858 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

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.

Language: Java - Size: 6.36 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 93 - Forks: 37