34 citations · 49 across the 9 of their papers we have counts for
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stat.ML2016
Classification with the pot-pot plot
Oleksii Pokotylo, Karl Mosler
We propose a procedure for supervised classification that is based on potential functions. The potential of a class is defined as a kernel density estimate multiplied by the class'…
stat.ML2012
Fast nonparametric classification based on data depth
Tatjana Lange, Karl Mosler, Pavlo Mozharovskyi
A new procedure, called DDa-procedure, is developed to solve the problem of classifying d-dimensional objects into q >= 2 classes. The procedure is completely nonparametric; it use…