362 citations · 612 across the 28 of their papers we have counts for
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stat.ML2023
Some issues in robust clustering
Christian Hennig
Some key issues in robust clustering are discussed with focus on Gaussian mixture model based clustering, namely the formal definition of outliers, ambiguity between groups of outl…
stat.OT2023★ 4 cited
Onset of a conceptual outline map to get a hold on the jungle of cluster analysis
Iven Van Mechelen, Christian Hennig, Henk A. L. Kiers
The domain of cluster analysis is a meeting point for a very rich multidisciplinary encounter, with cluster-analytic methods being studied and developed in discrete mathematics, nu…