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Theresa Ullmann
Theresa Ullmann
Verified email at meduniwien.ac.at
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Year
Predicting personality from patterns of behavior collected with smartphones
C Stachl, Q Au, R Schoedel, SD Gosling, GM Harari, D Buschek, ...
Proceedings of the National Academy of Sciences 117 (30), 17680-17687, 2020
321*2020
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges
B Bischl, M Binder, M Lang, T Pielok, J Richter, S Coors, J Thomas, ...
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 13 (2 …, 2023
2452023
Validation of cluster analysis results on validation data: A systematic framework
T Ullmann, C Hennig, AL Boulesteix
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 12 (3 …, 2022
492022
Over-optimistic evaluation and reporting of novel cluster algorithms: an illustrative study
T Ullmann, A Beer, M Hünemörder, T Seidl, AL Boulesteix
Advances in Data Analysis and Classification 17 (1), 211-238, 2023
92023
Explaining the optimistic performance evaluation of newly proposed methods: A cross‐design validation experiment
C Nießl, S Hoffmann, T Ullmann, AL Boulesteix
Biometrical Journal 66 (1), 2200238, 2024
62024
Over-optimism in unsupervised microbiome analysis: Insights from network learning and clustering
T Ullmann, S Peschel, P Finger, CL Müller, AL Boulesteix
PLOS Computational Biology 19 (1), e1010820, 2023
62023
KD Diagnosis Does Not Increase Cardiovascular Risk in Children According to Dynamic Intima–Media Roughness Measurements
M König, T Ullmann, B Pastor-Villaescusa, R Dalla-Pozza, S Bohlig, ...
Journal of Clinical Medicine 11 (5), 1177, 2022
2022
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