49 citations · 70 across the 5 of their papers we have counts for
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stat.ME2022★ 16 cited
Explaining the optimistic performance evaluation of newly proposed methods: a cross-design validation experiment
Christina Nießl, Sabine Hoffmann, Theresa Ullmann +1
The constant development of new data analysis methods in many fields of research is accompanied by an increasing awareness that these new methods often perform better in their intr…
stat.ME2021★ 1 cited
Validation of cluster analysis results on validation data: A systematic framework
Theresa Ullmann, Christian Hennig, Anne-Laure Boulesteix
Cluster analysis refers to a wide range of data analytic techniques for class discovery and is popular in many application fields. To judge the quality of a clustering result, diff…