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2182 Publications
2021 | Conference Paper | LibreCat-ID: 27162
Lienen, J., Nommensen, N., Ewerth, R., & Hüllermeier, E. (2021). Robust Regression for Monocular Depth Estimation. 13th Asian Conference on Machine Learning, ACML. 13th Asian Conference on Machine Learning, ACML, Online.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27491
Höper, L. (2021). Developing and Evaluating the Concept Data Awareness for K12 Computing Education. 21st Koli Calling International Conference on Computing Education Research. https://doi.org/10.1145/3488042.3490509
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27572
Hirtz, R., Zheng, Y., Rajcsanyi, L. S., Libuda, L., Antel, J., Peters, T., Hebebrand, J., & Hinney, A. (2021). Ebenen der genetischen Analyse komplexer Phänotypen am Beispiel der Anorexia nervosa und der Varianz des Körpergewichts. Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie. https://doi.org/10.1024/1422-4917/a000829
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27573
Libuda, L., Hebebrand, J., Föcker, M., Peters, T., & Hinney, A. (2021). Ernährungseffekten auf der Spur – Wie die Genetik helfen kann, Zusammenhänge zwischen Ernährung und seelischer Gesundheit aufzudecken. Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie, 1–10. https://doi.org/10.1024/1422-4917/a000807
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27574
Hirtz, R., Libuda, L., Hinney, A., Föcker, M., Bühlmeier, J., Antel, J., Holterhus, P.-M., Kulle, A., Kiewert, C., Hebebrand, J., & Grasemann, C. (2021). Lack of Evidence for a Relationship Between the Hypothalamus-Pituitary-Adrenal and the Hypothalamus-Pituitary-Thyroid Axis in Adolescent Depression. Frontiers in Endocrinology. https://doi.org/10.3389/fendo.2021.662243
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27746
Zhang, X., Gong, Y., Della Corte, K., Yu, D., Xue, H., Shan, S., Tian, G., Liang, Y., Zhang, J., He, F., Yang, D., Zhou, R., Bao, W., Buyken, A., & Cheng, G. (2021). 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, 2791–2799. https://doi.org/10.1016/j.clnu.2021.03.041
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27790
Nyasordzi, J., Conrad, J., Goletzke, J., Ludwig-Walz, H., Herder, C., Roden, M., Wudy, S. A., Hua, Y., Remer, T., & Buyken, A. (2021). Early life factors and their relevance for markers of cardiometabolic risk in early adulthood. Nutrition, Metabolism and Cardiovascular Diseases, 2109–2121. https://doi.org/10.1016/j.numecd.2021.03.024
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27793
Atkinson, F. S., Brand-Miller, J. C., Foster-Powell, K., Buyken, A., & Goletzke, J. (2021). International tables of glycemic index and glycemic load values 2021: a systematic review. The American Journal of Clinical Nutrition, 1625–1632. https://doi.org/10.1093/ajcn/nqab233
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 21004
Wever, M. D., Tornede, A., Mohr, F., & Hüllermeier, E. (2021). AutoML for Multi-Label Classification: Overview and Empirical Evaluation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1–1. https://doi.org/10.1109/tpami.2021.3051276
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 21005
Hasnain, A., & Karl, H. (n.d.). Learning Coflow Admissions. In IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). Vancouver BC Canada: IEEE Communications Society. https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599
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2021 | Journal Article | LibreCat-ID: 21065 | 
Haeb-Umbach, R., Heymann, J., Drude, L., Watanabe, S., Delcroix, M., & Nakatani, T. (2021). Far-Field Automatic Speech Recognition. Proceedings of the IEEE, 109(2), 124–148. https://doi.org/10.1109/JPROC.2020.3018668
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2021 | Journal Article | LibreCat-ID: 21092
Mohr, F., Wever, M. D., Tornede, A., & Hüllermeier, E. (n.d.). Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence.
LibreCat
2021 | Conference Paper | LibreCat-ID: 21204 |
Kucklick, J.-P., & Müller, O. (2021). 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.
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2021 | Journal Article | LibreCat-ID: 21264
Boschmann, A., Neuhaus, D., Vogt, S., Kaltschmidt, C., Platzner, M., & Dosen, S. (2021). Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis. Journal of NeuroEngineering and Rehabilitation. https://doi.org/10.1186/s12984-021-00822-6
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| DOI
2021 | Conference Paper | LibreCat-ID: 21478
Afifi, H., Ramaswamy, A., & Karl, H. (2021). Reinforcement Learning for Autonomous Vehicle Movements in Wireless Sensor Networks. In 2021 IEEE International Conference on Communications (ICC): IoT and Sensor Networks Symposium (IEEE ICC’21 - IoTSN Symposium). Montreal, Canada.
LibreCat
2021 | Conference Paper | LibreCat-ID: 21479
Afifi, H., Ramaswamy, A., & Karl, H. (2021). A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks. In 2021 IEEE 18th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2021).
LibreCat
2021 | Journal Article | LibreCat-ID: 21535
Bengs, V., Busa-Fekete, R., El Mesaoudi-Paul, A., & Hüllermeier, E. (2021). Preference-based Online Learning with Dueling Bandits: A Survey. Journal of Machine Learning Research, 22(7), 1–108.
LibreCat
2021 | Conference Paper | LibreCat-ID: 21543 |
Schneider, S. B., Qarawlus, H., & Karl, H. (2021). Distributed Online Service Coordination Using Deep Reinforcement Learning. In IEEE International Conference on Distributed Computing Systems (ICDCS). Washington, DC, USA: IEEE.
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2021 | Conference Paper | LibreCat-ID: 21610
Awais, M., Ghasemzadeh Mohammadi, H., & Platzner, M. (2021). LDAX: A Learning-based Fast Design Space Exploration Framework for Approximate Circuit Synthesis. In Proceedings of the ACM Great Lakes Symposium on VLSI (GLSVLSI) 2021 (pp. 27–32). Virtual: ACM. https://doi.org/10.1145/3453688.3461506
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 23526 |
Schubert, D., Eikerling, H., & Holtmann, J. (2021). Application-Aware Intrusion Detection: A Systematic Literature Review, Implications for Automotive Systems, and Applicability of AutoML. Frontiers in Computer Science, 3. https://doi.org/10.3389/fcomp.2021.567873
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