32 citations · 60 across the 6 of their papers we have counts for
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eess.SP2020★ 6 cited
Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis
Christian A. Schroth, Michael Muma
This article proposes a new class of Real Elliptically Skewed (RESK) distributions and associated clustering algorithms that allow for integrating robustness and skewness into a si…
eess.SP2020★ 22 cited
Robust M-Estimation Based Bayesian Cluster Enumeration for Real Elliptically Symmetric Distributions
Christian A. Schroth, Michael Muma
Robustly determining the optimal number of clusters in a data set is an essential factor in a wide range of applications. Cluster enumeration becomes challenging when the true unde…