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Drago Krznaric

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4 papers
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4

MFCS Conference 1997 Conference Paper

Optimal Algorithms for Complete Linkage Clustering in d Dimensions

  • Drago Krznaric
  • Christos Levcopoulos

Abstract It is shown that the complete linkage clustering of a set of n points in ℝ d where d ≥ 1 is a constant, can be computed in optimal O ( n log n ) time and linear space, under the L 1 and L ∞ -metric. Furthermore, it is shown that, for every other fixed L t -metric, it can be approximated within an arbitrarily small constant factor in O ( n log n ) time using linear space.