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20102024
most citedA Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm

1.2k citations

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math.NA2012★ 4 cited

Comments on "On Approximating Euclidean Metrics by Weighted t-Cost Distances in Arbitrary Dimension"

M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker

Mukherjee (Pattern Recognition Letters, vol. 32, pp. 824-831, 2011) recently introduced a class of distance functions called weighted t-cost distances that generalize m-neighbor, o…

math.NA2010★ 2 cited

On Euclidean Norm Approximations

M. Emre Celebi, Fatih Celiker, Hassan A. Kingravi

Euclidean norm calculations arise frequently in scientific and engineering applications. Several approximations for this norm with differing complexity and accuracy have been propo…