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2135 Publications
2021 | Bachelorsthesis | LibreCat-ID: 22483
@book{Brede_2021, place={Paderborn}, title={Implementation and Profiling of XCS in the Context of Embedded Systems}, publisher={Paderborn University}, author={Brede, Mathis}, year={2021} }
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2021 | Preprint | LibreCat-ID: 22509 | 
@article{Lienen_Hüllermeier_2021, title={Credal Self-Supervised Learning}, journal={arXiv:2106.11853}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 22514 |
@inproceedings{Kucklick_Müller_Beverungen_Müller_2021, title={Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach}, booktitle={European Conference on Information Systems}, author={Kucklick, Jan-Peter and Müller, Jennifer and Beverungen, Daniel and Müller, Oliver}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 22637
@article{Ijäs_Shen_Heuer-Jungemann_Keller_Kostiainen_Liedl_Ihalainen_Linko_2021, title={Unraveling the interaction between doxorubicin and DNA origami nanostructures for customizable chemotherapeutic drug release}, volume={49}, DOI={10.1093/nar/gkab097}, journal={Nucleic Acids Research}, author={Ijäs, Heini and Shen, Boxuan and Heuer-Jungemann, Amelie and Keller, Adrian and Kostiainen, Mauri A and Liedl, Tim and Ihalainen, Janne A and Linko, Veikko}, year={2021}, pages={3048–3062} }
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2021 | Conference Paper | LibreCat-ID: 22913
@inproceedings{Hüllermeier_Mohr_Tornede_Wever_2021, title={Automated Machine Learning, Bounded Rationality, and Rational Metareasoning}, author={Hüllermeier, Eyke and Mohr, Felix and Tornede, Alexander and Wever, Marcel Dominik}, year={2021} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 22914
@inproceedings{Mohr_Wever_2021, title={Replacing the Ex-Def Baseline in AutoML by Naive AutoML}, author={Mohr, Felix and Wever, Marcel Dominik}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 23023
@article{Xin_Zargariantabrizi_Grundmeier_Keller_2021, title={Magnesium-Free Immobilization of DNA Origami Nanostructures at Mica Surfaces for Atomic Force Microscopy}, volume={26}, DOI={10.3390/molecules26164798}, journal={Molecules}, author={Xin, Yang and Zargariantabrizi, Amir Ardalan and Grundmeier, Guido and Keller, Adrian}, year={2021}, pages={4798} }
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2021 | Journal Article | LibreCat-ID: 21808 |
@article{Schneider_Khalili_Manzoor_Qarawlus_Schellenberg_Karl_Hecker_2021, title={Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning}, DOI={10.1109/TNSM.2021.3076503}, journal={Transactions on Network and Service Management}, publisher={IEEE}, author={Schneider, Stefan Balthasar and Khalili, Ramin and Manzoor, Adnan and Qarawlus, Haydar and Schellenberg, Rafael and Karl, Holger and Hecker, Artur}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 21927
@article{Rumlich_2021, title={Review of Liss Kerstin Sylvén (Ed.). (2019). Investigating content and language integrated learning. Insights from Swedish high schools}, volume={9}, DOI={10.1075/jicb.20026.rum}, number={1}, journal={Journal of Immersion and Content-Based Language Education}, author={Rumlich, Dominik}, year={2021}, pages={150–154} }
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2021 | Conference Paper | LibreCat-ID: 22051
@inproceedings{Kersting_Geierhos_2021, place={Online}, title={Well-being in Plastic Surgery: Deep Learning Reveals Patients’ Evaluations}, booktitle={Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021)}, publisher={SCITEPRESS}, author={Kersting, Joschka and Geierhos, Michaela}, year={2021}, pages={275--284} }
LibreCat
2021 | Journal Article | LibreCat-ID: 22162
@article{Book_Traue_Balakrishna_Brosch_Schenke_Hanke_Kirchgässner_Wallscheid_2021, title={Transferring Online Reinforcement Learning for Electric Motor Control From Simulation to Real-World Experiments}, DOI={10.1109/ojpel.2021.3065877}, journal={IEEE Open Journal of Power Electronics}, author={Book, Gerrit and Traue, Arne and Balakrishna, Praneeth and Brosch, Anian and Schenke, Maximilian and Hanke, Sören and Kirchgässner, Wilhelm and Wallscheid, Oliver}, year={2021}, pages={187–201} }
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2021 | Conference Paper | LibreCat-ID: 30031
@inproceedings{Stender_Wallscheid_Böcker_2021, title={Accurate Torque Estimation for Induction Motors by Utilizing a Hybrid Machine Learning Approach}, DOI={10.1109/pemc48073.2021.9432615}, booktitle={2021 IEEE 19th International Power Electronics and Motion Control Conference (PEMC)}, publisher={IEEE}, author={Stender, Marius and Wallscheid, Oliver and Böcker, Joachim}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 21251
@article{Kirchgässner_Wallscheid_Böcker_2021, title={Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning: A Benchmark}, volume={36}, DOI={10.1109/tec.2021.3052546}, number={3}, journal={IEEE Transactions on Energy Conversion}, author={Kirchgässner, Wilhelm and Wallscheid, Oliver and Böcker, Joachim}, year={2021}, pages={2059–2067} }
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2021 | Journal Article | LibreCat-ID: 25031
@article{Schenke_Wallscheid_2021, title={A Deep Q-Learning Direct Torque Controller for Permanent Magnet Synchronous Motors}, DOI={10.1109/ojies.2021.3075521}, journal={IEEE Open Journal of the Industrial Electronics Society}, author={Schenke, Maximilian and Wallscheid, Oliver}, year={2021}, pages={388–400} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 29662
@article{Schenke_Wallscheid_2021, title={Improved Exploring Starts by Kernel Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning}, journal={arXiv preprint arXiv:2105.08990}, author={Schenke, Maximilian and Wallscheid, Oliver}, year={2021} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 25297
@inproceedings{Alshomary_Gurcke_Syed_Heinisch_Spliethöver_Cimiano_Potthast_Wachsmuth_2021, title={Key Point Analysis via Contrastive Learning and Extractive Argument Summarization}, booktitle={Proceedings of the 8th Workshop on Argument Mining}, author={Alshomary, Milad and Gurcke, Timon and Syed, Shahbaz and Heinisch, Philipp and Spliethöver, Maximilian and Cimiano, Philipp and Potthast, Martin and Wachsmuth, Henning}, year={2021}, pages={184–189} }
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2021 | Journal Article | LibreCat-ID: 30650
@article{Römisch_Zirngibl_Schleich_Wartzack_Merklein_2021, title={Data-driven analysis of cold-formed pin structure characteristics in the context of versatile joining processes}, volume={1157}, DOI={10.1088/1757-899X/1157/1/012077}, journal={IOP Conference Series: Materials Science and Engineering}, author={Römisch, D. and Zirngibl, C. and Schleich, B. and Wartzack, S. and Merklein, M.}, year={2021}, pages={012077} }
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2021 | Conference Paper | LibreCat-ID: 30725
@inproceedings{Haddenhorst_Bengs_Brandt_Hüllermeier_2021, series={Proceedings of Machine Learning Research}, title={Testification of Condorcet Winners in dueling bandits}, volume={161}, booktitle={Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence}, publisher={PMLR}, author={Haddenhorst, Björn and Bengs, Viktor and Brandt, Jasmin and Hüllermeier, Eyke}, editor={de Campos, Cassio and Maathuis, Marloes H.}, year={2021}, pages={1195–1205}, collection={Proceedings of Machine Learning Research} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 27381
@inproceedings{Damke_Hüllermeier_2021, series={Lecture Notes in Computer Science}, title={Ranking Structured Objects with Graph Neural Networks}, volume={12986}, DOI={10.1007/978-3-030-88942-5}, booktitle={Proceedings of The 24th International Conference on Discovery Science (DS 2021)}, publisher={Springer}, author={Damke, Clemens and Hüllermeier, Eyke}, editor={Soares, Carlos and Torgo, Luis}, year={2021}, pages={166–180}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
| arXiv
2021 | Preprint | LibreCat-ID: 30866
@article{Tornede_Tornede_Hanselle_Wever_Mohr_Hüllermeier_2021, title={Towards Green Automated Machine Learning: Status Quo and Future Directions}, journal={arXiv:2111.05850}, author={Tornede, Tanja and Tornede, Alexander and Hanselle, Jonas Manuel and Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2021} }
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| arXiv