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Isotropy criteria and algorithms for data clustering

Shetty, Sanketh V.University of Illinois at Urbana-Champaign2011

… in contrast with their surroundings. We use the isotropy of a point distribution to characterize spatial structure. We argue that identifying the isotropic density neighborhoods of a point, helps in the detection of a diversity of cluster structures that are challenging to many other methods. We …

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