Corpus ID: 13022933

Efficient inference of overlapping communities in complex networks

@article{Fruergaard2014EfficientIO,
  title={Efficient inference of overlapping communities in complex networks},
  author={Bjarne {\O}rum Fruergaard and Tue Herlau},
  journal={ArXiv},
  year={2014},
  volume={abs/1411.7864}
}
  • Bjarne Ørum Fruergaard, Tue Herlau
  • Published 2014
  • Computer Science, Mathematics, Physics
  • ArXiv
  • We discuss two views on extending existing methods for complex network modeling which we dub the communities first and the networks first view, respectively. Inspired by the networks first view that we attribute to White, Boorman, and Breiger (1976)[1], we formulate the multiple-networks stochastic blockmodel (MNSBM), which seeks to separate the observed network into subnetworks of different types and where the problem of inferring structure in each subnetwork becomes easier. We show how this… CONTINUE READING
    2 Citations

    Figures and Topics from this paper.

    Efficient inference of overlapping communities in complex networks
    • 2
    • PDF
    Statistical learning for predictive targeting in online advertising

    References

    SHOWING 1-10 OF 33 REFERENCES
    Efficient inference of overlapping communities in complex networks
    • 2
    • PDF
    Social Structure of Facebook Networks
    • 492
    • PDF
    Machine Learning and Knowledge Discovery in Databases
    • 70
    • Highly Influential
    Data Mining and Knowledge Discovery
    • S. Wang, W. Shi
    • Computer Science
    • Springer Handbook of Geographic Information
    • 2012
    • 248
    • PDF
    Urban Studies
    • 46
    • PDF
    Nature
    • R. Rosenfeld
    • Medicine
    • Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery
    • 2009
    • 53,918
    Proceedings of the National Academy of Sciences, USA
    • 5,020
    • PDF
    American Journal of Sociology. Vol. 72, núm. 3, noviembre 1966
    • 39
    • Highly Influential
    École d'été de probabilités de Saint-Flour XIII - 1983
    • 296
    • Highly Influential
    AAAI
    • AAAI
    • 2006