• DOI:10.1016/j.csda.2004.12.002
Corpus ID: 35780430

A weighted fuzzy c

@article{DUrso2006AWF,
  title={A weighted fuzzy c},
  author={P. D'Urso and P. Giordani},
  journal={Comput. Stat. Data Anal.},
  year={2006},
  volume={50},
  pages={1496-1523}
}

• P. D'Urso, P. Giordani
• Published 2006
• Mathematics, Computer Science
• Comput. Stat. Data Anal.

A fuzzy clustering model for fuzzy data is proposed. The model is based on a 'weighted' dissimilarity measure for comparing pairs of fuzzy data, composed by two distances, the so-called center (mode) distance and spread distance. The peculiarity of the proposed fuzzy clustering model is the objective estimation, incorporated in the clustering procedure, of suitable weights concerning the distance measures of the center and the spreads of the fuzzy data. In this way, the model objectively tunes… Expand

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