Reusable components for partitioning clustering algorithms

Data mining: concepts and techniques

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Algorithm AS 136: A K-Means Clustering Algorithm

J. A. Hartigan, M. Anthony Wong · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1979 · 14.4K citations

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k-means++: the advantages of careful seeding

David Arthur, Sergei Vassilvitskii · 2007 · 6.3K citations

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The global k-means clustering algorithm

Aristidis Likas, Nikos Vlassis, Jakob Verbeek · Pattern Recognition · 2002 · 3.7K citations · Full text

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Distance Metric Learning with Application to Clustering with Side-Information

Eric P. Xing, Michael I. Jordan, Stuart Russell et al. · 2002 · 2.7K citations

Computing, Computer Science, Data Science +13