Comparative analysis of metazoan chromatin organization Open. - Joshua Wing Kei Ho; Youngsook L. Jung; Tao Liu 022; Burak Han Alver; Soohyun Lee; Kohta Ikegami; Kyung-Ah Sohn; Aki Minoda; Michael Y. Tolstorukov; Alex Appert; Stephen C. J. Parker; Tingting Gu; et al. (Nat., 2014)

Unsupervised Functional Data Analysis via Nonlinear Dimension Reduction. - Moritz Herrmann; Fabian Scheipl (CoRR, 2020)

Large-scale benchmark study of survival prediction methods using multi-omics data. - Moritz Herrmann; Philipp Probst; Roman Hornung; Vindi Jurinovic; Anne-Laure Boulesteix (Briefings Bioinform., 2021)

A geometric perspective on functional outlier detection. - Moritz Herrmann; Fabian Scheipl (CoRR, 2021)

Over-optimism in benchmark studies and the multiplicity of design and analysis options when interpreting their results. - Christina Nießl; Moritz Herrmann; Chiara Wiedemann; Giuseppe Casalicchio; Anne-Laure Boulesteix (WIREs Data Mining Knowl. Discov., 2022)

Towards more reliable machine learning: conceptual insights and practical approaches for unsupervised manifold learning and supervised benchmark studies. - Moritz Herrmann (2022)

DCSI - An improved measure of cluster separability based on separation and connectedness. - Jana Gauss; Fabian Scheipl; Moritz Herrmann (CoRR, 2023)

A geometric framework for outlier detection in high-dimensional data. - Moritz Herrmann; Florian Pfisterer; Fabian Scheipl (WIREs Data. Mining. Knowl. Discov., 2023)

Position: Why We Must Rethink Empirical Research in Machine Learning. - Moritz Herrmann; F. Julian D. Lange; Katharina Eggensperger; Giuseppe Casalicchio; Marcel Wever; Matthias Feurer; David Rügamer; Eyke Hüllermeier; Anne-Laure Boulesteix; Bernd Bischl (ICML, 2024)

Enhancing cluster analysis via topological manifold learning. - Moritz Herrmann; Daniyal Kazempour; Fabian Scheipl; Peer Kröger (Data Min. Knowl. Discov., 2024)

Automated Assignment of UI Components to Subject-Specific Tasks: A Prototypical Approach for Adaptive User Interfaces. - Yasmina Tajja; Ludger Martin; Moritz Herrmann; Marian Lippold (MobiWIS, 2025)