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Fuzzy clustering algorithm published in Nepusz et al (2008), Phys Rev E

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Algorithm for fuzzy community detection in complex networks

Author: Tamas Nepusz
Version: 0.1

This is a possible implementation of the fuzzy community detection algorithm published in [1]. It is not the same as the one we used in [1] - that copy was lost in a hard drive crash some time ago, but it should work similarly.

The algorithm is mostly suitable for small and mid-size networks due to its computational cost and the shape of the goal function landscape that has many local minima. The algorithm tries its best to climb out of those.

Requirements

  • igraph 0.10 or later (the C library of course).
  • gcc and make of course.

Usage

See the manpage in doc/fuzzyclust.1 for more information.

Bugs, questions

Send them to me here on GitHub or to nepusz at hal elte hu.

[1](1, 2) Nepusz T, Petróczi A, Négyessy L, Bazsó F: Fuzzy communities and the concept of bridgeness in complex networks. Physical Review E 77:016107, 2008.

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Fuzzy clustering algorithm published in Nepusz et al (2008), Phys Rev E

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