Non-Spherical Dataset

A Non-Spherical Dataset is a numeric dataset with non-spherical clusters.

• Example(s):
  • a Concentric Donuts.
  • …
• Counter-Example(s):
  • a Spherical Dataset.
• See: Single Linkage Clustering.

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References

2000

• (Tseng & Yang, 2000) ⇒ Lin Yu Tseng, and Shiueng Bien Yang. (2000). “A Genetic Clustering Algorithm for Data with Non-Spherical-Shape Clusters.” In: Pattern Recognition, 33(7).

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