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

✍ Scribed by Xavier Sevillano; Francesc Alías; Joan Claudi Socoró


Book ID
113632739
Publisher
Elsevier Science
Year
2012
Tongue
English
Weight
608 KB
Volume
193
Category
Article
ISSN
0165-0114

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Fuzzy clustering has played an important role in solving many problems. In this paper, we design an unsupervised neural network model based on a fuzzy objective function, called OFUNN. The learning rule for the OFUNN model is a result of the formal derivation by the gradient descent method of a fuzz