7 citations · 16 across the 12 of their papers we have counts for
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stat.ML2015★ 4 cited
Minimum Spectral Connectivity Projection Pursuit
David P. Hofmeyr, Nicos G. Pavlidis, Idris A. Eckley
We study the problem of determining the optimal low dimensional projection for maximising the separability of a binary partition of an unlabelled dataset, as measured by spectral g…
stat.ML2015★ 3 cited
Minimum Density Hyperplanes
Nicos G. Pavlidis, David P. Hofmeyr, Sotiris K. Tasoulis
Associating distinct groups of objects (clusters) with contiguous regions of high probability density (high-density clusters), is central to many statistical and machine learning a…