Positional and confidence voting-based consensus functions for fuzzy cluster ensembles

@article{Sevillano2012PositionalAC,
  title={Positional and confidence voting-based consensus functions for fuzzy cluster ensembles},
  author={Xavier Sevillano and Francesc Al{\'i}as and Joan Claudi Socor{\'o}},
  journal={Fuzzy Sets and Systems},
  year={2012},
  volume={193},
  pages={1-32}
}
Consensus clustering, i.e. the task of combining the outcomes of several clustering systems into a single partition, has lately attracted the attention of researchers in the unsupervised classification field, as it allows the creation of clustering committees that can be applied with multiple interesting purposes, such as knowledge reuse or distributed clustering. However, little attention has been paid to the development of algorithms, known as consensus functions, especially designed for… CONTINUE READING
7 Citations
43 References
Similar Papers

Citations

Publications citing this paper.

References

Publications referenced by this paper.
Showing 1-10 of 43 references

Functions for the rectangular assignment problem

  • M. Buehren
  • http://www.mathworks.com/matlabcentral…
  • 2011
Highly Influential
3 Excerpts

Socoró, BordaConsensus: a new consensus function for soft cluster ensembles

  • X. Sevillano, J.C.F. Alı́as
  • Proc. 30th ACM SIGIR Conference,
  • 2007
Highly Influential
5 Excerpts

Soft Consensus Clustering, Advances in Fuzzy Clustering and its Applications, pp

  • K. Punera, J. Ghosh
  • 2007
Highly Influential
6 Excerpts

Similar Papers

Loading similar papers…