Theresa Ullmann
Medical University of Vienna(AT)
Publications by Year
Research Areas
Gut microbiota and health, Statistical Methods and Inference, Bioinformatics and Genomic Networks, Machine Learning and Data Classification, Impact of Technology on Adolescents
Most-Cited Works
- → Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges(2023)726 cited
- → Predicting personality from patterns of behavior collected with smartphones(2020)302 cited
- → Validation of cluster analysis results on validation data: A systematic framework(2021)117 cited
- → Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges(2021)49 cited
- → Behavioral Patterns in Smartphone Usage Predict Big Five Personality Traits(2019)49 cited
- → Evaluating variable selection methods for multivariable regression models: A simulation study protocol(2024)28 cited
- → Explaining the optimistic performance evaluation of newly proposed methods: A cross‐design validation experiment(2023)14 cited
- → Over-optimism in unsupervised microbiome analysis: Insights from network learning and clustering(2023)11 cited
- → Over-optimistic evaluation and reporting of novel cluster algorithms: an illustrative study(2022)10 cited
- → Adrenocortical Dysfunction in the Early Stage of Pemphigus Vulgaris11From the Department of Dermatology and Venereology and the Laboratory of Clinical Research, The Hadassah University Hospital and The Hebrew University-Hadassah Medical School, Jerusalem, Israel.(1958)6 cited