Unveiling community structures in weighted networks.

@article{Alves2007UnveilingCS,
  title={Unveiling community structures in weighted networks.},
  author={Nelson A. Alves},
  journal={Physical review. E, Statistical, nonlinear, and soft matter physics},
  year={2007},
  volume={76 3 Pt 2},
  pages={036101}
}
  • Nelson A. Alves
  • Published 2007 in
    Physical review. E, Statistical, nonlinear, and…
Random walks on simple graphs in connection with electrical resistor networks lead to the definition of Markov chains with transition probability matrix in terms of electrical conductances. We extend this definition to an effective transition matrix Pij to account for the probability of going from vertex i to any vertex j of the original connected graph G. Also, we present an algorithm based on the definition of this effective transition matrix among vertices in the network to extract a… CONTINUE READING

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