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Eine Ebene höherGruppiert nach: Dokumententyp |
Veröffentlichungsdatum
Anzahl der Publikationen: 7
2024
Nießl, Christina 
ORCID: https://orcid.org/0000-0003-2425-7858; Hoffmann, Sabine; Ullmann, Theresa und Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2024):
Explaining the optimistic performance evaluation of newly proposed methods: A cross‐design validation experiment.
In: Biometrical Journal, Bd. 66, Nr. 1, 2200238
[PDF, 1MB]
ORCID: https://orcid.org/0000-0003-2425-7858; Hoffmann, Sabine; Ullmann, Theresa und Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2024):
Explaining the optimistic performance evaluation of newly proposed methods: A cross‐design validation experiment.
In: Biometrical Journal, Bd. 66, Nr. 1, 2200238
[PDF, 1MB]
2023
Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Peschel, Stefanie; Finger, Philipp; Müller, Christian L. und Boulesteix, Anne-Laure
(2023):
Over-optimism in unsupervised microbiome analysis: Insights from network learning and clustering.
In: PLoS Computational Biology 19(1), e1010820 [PDF, 1MB]
ORCID: https://orcid.org/0000-0003-1215-8561; Peschel, Stefanie; Finger, Philipp; Müller, Christian L. und Boulesteix, Anne-Laure
(2023):
Over-optimism in unsupervised microbiome analysis: Insights from network learning and clustering.
In: PLoS Computational Biology 19(1), e1010820 [PDF, 1MB]
Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980; Binder, Martin; Lang, Michel ORCID: https://orcid.org/0000-0001-9754-0393; Pielok, Tobias; Richter, Jakob ORCID: https://orcid.org/0000-0003-4481-5554; Coors, Stefan ORCID: https://orcid.org/0000-0002-7465-2146; Thomas, Janek; Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Becker, Marc ORCID: https://orcid.org/0000-0002-8115-0400; Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947; Deng, Difan und Lindauer, Marius ORCID: https://orcid.org/0000-0002-9675-3175
(2023):
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges.
In: WIREs Data Mining and Knowledge Discovery, Bd. 13, Nr. 2
[PDF, 6MB]
ORCID: https://orcid.org/0000-0001-6002-6980; Binder, Martin; Lang, Michel ORCID: https://orcid.org/0000-0001-9754-0393; Pielok, Tobias; Richter, Jakob ORCID: https://orcid.org/0000-0003-4481-5554; Coors, Stefan ORCID: https://orcid.org/0000-0002-7465-2146; Thomas, Janek; Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Becker, Marc ORCID: https://orcid.org/0000-0002-8115-0400; Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947; Deng, Difan und Lindauer, Marius ORCID: https://orcid.org/0000-0002-9675-3175
(2023):
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges.
In: WIREs Data Mining and Knowledge Discovery, Bd. 13, Nr. 2
[PDF, 6MB]
2022
König, Miriam ORCID: https://orcid.org/0000-0001-8552-3545; Ullmann, Theresa; Pastor-Villaescusa, Belén ORCID: https://orcid.org/0000-0003-0817-6804; Dalla-Pozza, Robert; Bohlig, Sarah; Schmidt-Trucksäss, Arno; Pattathu, Joseph; Haas, Nikolaus A. und Jakob, André ORCID: https://orcid.org/0000-0003-3580-2268
(2022):
KD Diagnosis Does Not Increase Cardiovascular Risk in Children According to Dynamic Intima–Media Roughness Measurements.
In: Journal of Clinical Medicine, Bd. 11, Nr. 5, 1177
[PDF, 941kB]
ORCID: https://orcid.org/0000-0001-8552-3545; Ullmann, Theresa; Pastor-Villaescusa, Belén ORCID: https://orcid.org/0000-0003-0817-6804; Dalla-Pozza, Robert; Bohlig, Sarah; Schmidt-Trucksäss, Arno; Pattathu, Joseph; Haas, Nikolaus A. und Jakob, André ORCID: https://orcid.org/0000-0003-3580-2268
(2022):
KD Diagnosis Does Not Increase Cardiovascular Risk in Children According to Dynamic Intima–Media Roughness Measurements.
In: Journal of Clinical Medicine, Bd. 11, Nr. 5, 1177
[PDF, 941kB]
Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Beer, Anna ORCID: https://orcid.org/0000-0002-6890-997X; Hünemörder, Maximilian ORCID: https://orcid.org/0000-0001-9848-3714; Seidl, Thomas und Boulesteix, Anne-Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2022):
Over-optimistic evaluation and reporting of novel cluster algorithms: an illustrative study.
In: Advances in Data Analysis and Classification, Bd. 17, Nr. 1: S. 211-238
[PDF, 856kB]
ORCID: https://orcid.org/0000-0003-1215-8561; Beer, Anna ORCID: https://orcid.org/0000-0002-6890-997X; Hünemörder, Maximilian ORCID: https://orcid.org/0000-0001-9848-3714; Seidl, Thomas und Boulesteix, Anne-Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2022):
Over-optimistic evaluation and reporting of novel cluster algorithms: an illustrative study.
In: Advances in Data Analysis and Classification, Bd. 17, Nr. 1: S. 211-238
[PDF, 856kB]
2021
Stachl, Clemens ORCID: https://orcid.org/0000-0002-4498-3067; Au, Quay ORCID: https://orcid.org/0000-0002-5252-8902; Schoedel, Ramona; Gosling, Samuel D. ORCID: https://orcid.org/0000-0001-8970-591X; Harari, Gabriella M.; Buschek, Daniel ORCID: https://orcid.org/0000-0002-0013-715X; Voelkel, Sarah Theres; Schuwerk, Tobias ORCID: https://orcid.org/0000-0003-3720-7120; Oldemeier, Michelle; Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Hussmann, Heinrich; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Bühner, Markus ORCID: https://orcid.org/0000-0002-0597-8708
(2021):
Predicting personality from patterns of behavior collected with smartphones.
In: Proceedings of the National Academy of Sciences of the United States of America, Bd. 118, Nr. 29, 1920484117
ORCID: https://orcid.org/0000-0002-4498-3067; Au, Quay ORCID: https://orcid.org/0000-0002-5252-8902; Schoedel, Ramona; Gosling, Samuel D. ORCID: https://orcid.org/0000-0001-8970-591X; Harari, Gabriella M.; Buschek, Daniel ORCID: https://orcid.org/0000-0002-0013-715X; Voelkel, Sarah Theres; Schuwerk, Tobias ORCID: https://orcid.org/0000-0003-3720-7120; Oldemeier, Michelle; Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Hussmann, Heinrich; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Bühner, Markus ORCID: https://orcid.org/0000-0002-0597-8708
(2021):
Predicting personality from patterns of behavior collected with smartphones.
In: Proceedings of the National Academy of Sciences of the United States of America, Bd. 118, Nr. 29, 1920484117
Ullmann, Theresa; Hennig, Christian und Boulesteix, Anne-Laure
(2021):
Validation of cluster analysis results on validation data: A systematic framework.
In: Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, Bd. 12, Nr. 3, e1444