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2187 Publications
2021 | Book Chapter | LibreCat-ID: 29046
Feldhans, Robert, Adrian Wilke, Stefan Heindorf, Mohammad Hossein Shaker, Barbara Hammer, Axel-Cyrille Ngonga Ngomo, and Eyke Hüllermeier. “Drift Detection in Text Data with Document Embeddings.” In Intelligent Data Engineering and Automated Learning – IDEAL 2021. Cham, 2021. https://doi.org/10.1007/978-3-030-91608-4_11.
LibreCat
| DOI
2021 | Mastersthesis | LibreCat-ID: 29151
Kashikar, Chinmay. A Comparison of Machine Learning Techniques for the On-Line Characterization of Tasks Executed on Heterogeneous Compute Nodes. Paderborn: Paderborn University, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 27007
Perrar, Ines, Anette Buyken, Katharina J. Penczynski, Thomas Remer, Gunter G. Kuhnle, Christian Herder, Michael Roden, Karen Della Corte, Ute Nöthlings, and Ute Alexy. “Relevance of Fructose Intake in Adolescence for Fatty Liver Indices in Young Adulthood.” European Journal of Nutrition, 2021, 3029–41. https://doi.org/10.1007/s00394-020-02463-2.
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2021 | Journal Article | LibreCat-ID: 27014
Della Corte, Karen A., Katharina Penczynski, Gunter Kuhnle, Ines Perrar, Christian Herder, Michael Roden, Stefan A. Wudy, Thomas Remer, Ute Alexy, and Anette Buyken. “The Prospective Association of Dietary Sugar Intake in Adolescence With Risk Markers of Type 2 Diabetes in Young Adulthood.” Frontiers in Nutrition, 2021. https://doi.org/10.3389/fnut.2020.615684.
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2021 | Journal Article | LibreCat-ID: 27114
Jankovic, Nicole, Sarah Schmitting, Bettina Krüger, Ute Nöthlings, Anette E. Buyken, and Ute Alexy. “Changes in Chronotype and Social Jetlag during Adolescence and Their Association with Concurrent Changes in BMI-SDS and Body Composition, in the DONALD Study.” European Journal of Clinical Nutrition, 2021. https://doi.org/10.1038/s41430-021-01024-y.
LibreCat
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2021 | Conference Paper | LibreCat-ID: 27161
Lienen, Julian, and Eyke Hüllermeier. “Credal Self-Supervised Learning.” In Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems, NeurIPS, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27162
Lienen, Julian, Nils Nommensen, Ralph Ewerth, and Eyke Hüllermeier. “Robust Regression for Monocular Depth Estimation.” In 13th Asian Conference on Machine Learning, ACML, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27491
Höper, Lukas. “Developing and Evaluating the Concept Data Awareness for K12 Computing Education.” In 21st Koli Calling International Conference on Computing Education Research. Koli Calling ’21. New York, NY, USA: Association for Computing Machinery, 2021. https://doi.org/10.1145/3488042.3490509.
LibreCat
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2021 | Journal Article | LibreCat-ID: 27572
Hirtz, Raphael, Yiran Zheng, Luisa S. Rajcsanyi, Lars Libuda, Jochen Antel, Triinu Peters, Johannes Hebebrand, and Anke Hinney. “Ebenen der genetischen Analyse komplexer Phänotypen am Beispiel der Anorexia nervosa und der Varianz des Körpergewichts.” Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie, 2021. https://doi.org/10.1024/1422-4917/a000829.
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2021 | Journal Article | LibreCat-ID: 27573
Libuda, Lars, Johannes Hebebrand, Manuel Föcker, Triinu Peters, and Anke Hinney. “Ernährungseffekten auf der Spur – Wie die Genetik helfen kann, Zusammenhänge zwischen Ernährung und seelischer Gesundheit aufzudecken.” Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie, 2021, 1–10. https://doi.org/10.1024/1422-4917/a000807.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27574
Hirtz, Raphael, Lars Libuda, Anke Hinney, Manuel Föcker, Judith Bühlmeier, Jochen Antel, Paul-Martin Holterhus, et al. “Lack of Evidence for a Relationship Between the Hypothalamus-Pituitary-Adrenal and the Hypothalamus-Pituitary-Thyroid Axis in Adolescent Depression.” Frontiers in Endocrinology, 2021. https://doi.org/10.3389/fendo.2021.662243.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27746
Zhang, Xiao, Yunhui Gong, Karen Della Corte, Dianke Yu, Hongmei Xue, Shufang Shan, Guo Tian, et al. “Relevance of Dietary Glycemic Index, Glycemic Load and Fiber Intake before and during Pregnancy for the Risk of Gestational Diabetes Mellitus and Maternal Glucose Homeostasis.” Clinical Nutrition, 2021, 2791–99. https://doi.org/10.1016/j.clnu.2021.03.041.
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| DOI
2021 | Journal Article | LibreCat-ID: 27790
Nyasordzi, Juliana, Johanna Conrad, Janina Goletzke, Helena Ludwig-Walz, Christian Herder, Michael Roden, Stefan A. Wudy, Yifan Hua, Thomas Remer, and Anette Buyken. “Early Life Factors and Their Relevance for Markers of Cardiometabolic Risk in Early Adulthood.” Nutrition, Metabolism and Cardiovascular Diseases, 2021, 2109–21. https://doi.org/10.1016/j.numecd.2021.03.024.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27793
Atkinson, Fiona S, Jennie C Brand-Miller, Kaye Foster-Powell, Anette Buyken, and Janina Goletzke. “International Tables of Glycemic Index and Glycemic Load Values 2021: A Systematic Review.” The American Journal of Clinical Nutrition, 2021, 1625–32. https://doi.org/10.1093/ajcn/nqab233.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 21004
Wever, Marcel Dominik, Alexander Tornede, Felix Mohr, and Eyke Hüllermeier. “AutoML for Multi-Label Classification: Overview and Empirical Evaluation.” IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 1–1. https://doi.org/10.1109/tpami.2021.3051276.
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| DOI
2021 | Conference Paper | LibreCat-ID: 21005
Hasnain, Asif, and Holger Karl. “Learning Coflow Admissions.” In IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE Communications Society, n.d. https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599.
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2021 | Journal Article | LibreCat-ID: 21065 | 
Haeb-Umbach, Reinhold, Jahn Heymann, Lukas Drude, Shinji Watanabe, Marc Delcroix, and Tomohiro Nakatani. “Far-Field Automatic Speech Recognition.” Proceedings of the IEEE 109, no. 2 (2021): 124–48. https://doi.org/10.1109/JPROC.2020.3018668.
LibreCat
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| DOI
2021 | Journal Article | LibreCat-ID: 21092
Mohr, Felix, Marcel Dominik Wever, Alexander Tornede, and Eyke Hüllermeier. “Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning.” IEEE Transactions on Pattern Analysis and Machine Intelligence, n.d.
LibreCat
2021 | Conference Paper | LibreCat-ID: 21204 |
Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning Strategies for Satellite Image-Based Real Estate Appraisal.” In The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
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2021 | Journal Article | LibreCat-ID: 21264
Boschmann, Alexander, Dorothee Neuhaus, Sarah Vogt, Christian Kaltschmidt, Marco Platzner, and Strahinja Dosen. “Immersive Augmented Reality System for the Training of Pattern Classification Control with a Myoelectric Prosthesis.” Journal of NeuroEngineering and Rehabilitation, 2021. https://doi.org/10.1186/s12984-021-00822-6.
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