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#GUISE

This software use MCMC sampling to return a set of sample induced subgraph of size 3 to 5 using uniform distribution. If you use this code for any of your work, please cite the following articles:

  • "Mahmudur Rahman, Mansurul Alam Bhuiyan, Mahmuda Rahman, Mohammad Al Hasan: GUISE: a uniform sampler for constructing frequency histogram of graphlets. KAIS โ€™14 "
  • "GUISE: Uniform Sampling of Graphlets for Large Graph Analysis, In Proc. of the 12th International Conference on Data Mining (ICDM-2012),Brussels , Belgium, December, 2012"

**This software require boost (Installation of Boost):

  • in Ubuntu: sudo apt-get install libboost-all-dev

To compile:

  • make clean
  • make

To Run:

  • ./GUISE -d -i

example:

  • ./GUISE -d footballUND.txt -i 20000

Execution of GUISE will produce 3 output file in the current directory:

  • "visit_count"(contains visitation count of each graphlet)
  • "graphlet_ineach_iteration"(contains graphlet visited by random walk in each iteration)
  • "graphlet_count"(count of each type of graphlet). GFD can be constructed from "graphlet_count" file.

for any question contact:

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