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Is there any abstract definition for 'shapes' of a cluster?

I am currently working on providing for a set of axioms to study clustering. In my work, I have found a need for an abstract definition for 'shape'. I wish to know if indeed there is such a definition.

I have searched for the existence of said definition and have found this:

I wish to know if there are other definitions.

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