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OPTICS: ordering points to identify the clustering structure

M. Ankerst,M. Breunig,H. Kriegel,J. Sander

1999 · DOI: 10.1145/304182.304187
引用 4,732 次

TLDR

A new algorithm is introduced for the purpose of cluster analysis which does not produce a clustering of a data set explicitly; but instead creates an augmented ordering of the database representing its density-based clustering structure.