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<i>k</i>-Means+++: Outliers-Resistant Clustering

The <i>k</i>-means problem is to compute a set of <i>k</i> centers (points) that minimizes the sum of squared distances to a given set of <i>n</i> points in a metric space. Arguably, the most common algorithm to solve it is <i>k</i>-means++ which is easy to implement and provides a provably small ap...

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Príomhchruthaitheoirí: Adiel Statman, Liat Rozenberg, Dan Feldman
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: MDPI AG 2020-11-01
Sraith:Algorithms
Ábhair:
Rochtain ar líne:https://www.mdpi.com/1999-4893/13/12/311
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