Validating fuzzy partitions obtained through c-shells clustering

@article{Dav1996ValidatingFP,
  title={Validating fuzzy partitions obtained through c-shells clustering},
  author={Rajesh N. Dav{\'e}},
  journal={Pattern Recognition Letters},
  year={1996},
  volume={17},
  pages={613-623}
}
Validation of fuzzy partitions induced through c-shells clustering is considered. The classical validity measures based on fuzzy partition alone are shown to be inadequate in capturing the shell sub-structure imposed by the shell clustering algorithm. Therefore, performance measures specifically designed for c-shells clustering are considered. Through examples, the new set of indices are shown to be capable of validating the structure characterized by the shell clustering algorithms, The issues… CONTINUE READING
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