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

  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},
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
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