188 citations · 273 across the 20 of their papers we have counts for
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stat.ME2019★ 12 cited
Pooled variable scaling for cluster analysis
Jakob Raymaekers, Ruben H. Zamar
We propose a new approach for scaling prior to cluster analysis based on the concept of pooled variance. Unlike available scaling procedures such as the standard deviation and the…
stat.CO2019★ 5 cited
Robust Clustering Using Tau-Scales
Juan D. Gonzalez, Victor J. Yohai, Ruben H. Zamar
K means is a popular non-parametric clustering procedure introduced by Steinhaus (1956) and further developed by MacQueen (1967). It is known, however, that K means does not perfor…