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2188 Publications
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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2021 | Conference Paper | LibreCat-ID: 21478
Afifi, Haitham, Arunselvan Ramaswamy, and Holger Karl. “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, 2021.
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2021 | Conference Paper | LibreCat-ID: 21479
Afifi, Haitham, Arunselvan Ramaswamy, and Holger Karl. “A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks.” In 2021 IEEE 18th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2021), 2021.
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2021 | Journal Article | LibreCat-ID: 21535
Bengs, Viktor, Róbert Busa-Fekete, Adil El Mesaoudi-Paul, and Eyke Hüllermeier. “Preference-Based Online Learning with Dueling Bandits: A Survey.” Journal of Machine Learning Research 22, no. 7 (2021): 1–108.
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2021 | Conference Paper | LibreCat-ID: 21543 | 
Schneider, Stefan Balthasar, Haydar Qarawlus, and Holger Karl. “Distributed Online Service Coordination Using Deep Reinforcement Learning.” In IEEE International Conference on Distributed Computing Systems (ICDCS). IEEE, 2021.
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2021 | Conference Paper | LibreCat-ID: 21610
Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “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, 27–32. ACM, 2021. https://doi.org/10.1145/3453688.3461506.
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2021 | Journal Article | LibreCat-ID: 23526 |
Schubert, David, Hendrik Eikerling, and Jörg Holtmann. “Application-Aware Intrusion Detection: A Systematic Literature Review, Implications for Automotive Systems, and Applicability of AutoML.” Frontiers in Computer Science 3 (2021). https://doi.org/10.3389/fcomp.2021.567873.
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2021 | Conference Paper | LibreCat-ID: 23723
Sieger, L. N., A. Doğangün, and Milad Mirbabaie. “Teaching the Smart Home - User Experience in an Interactive Learning Phase.” In Proceedings of the 8th Mensch Und Computer, 2021.
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2021 | Conference Paper | LibreCat-ID: 22309
Awais, Muhammad, and Marco Platzner. “MCTS-Based Synthesis Towards Efficient Approximate Accelerators.” In Proceedings of IEEE Computer Society Annual Symposium on VLSI, 384–89. IEEE, 2021.
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2021 | Conference Paper | LibreCat-ID: 22481
Sander, Tom, Sven Lange, Ulrich Hilleringmann, Volker Geneis, Christian Hedayat, Harald Kuhn, and Franz-Barthold Gockel. “Detection of Defects on Irregular Structured Surfaces by Image Processing Methods for Feature Extraction.” In 22nd IEEE International Conference on Industrial Technology (ICIT). Valencia, Spain : IEEE, 2021. https://doi.org/10.1109/icit46573.2021.9453646.
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2021 | Bachelorsthesis | LibreCat-ID: 22483
Brede, Mathis. Implementation and Profiling of XCS in the Context of Embedded Systems. Paderborn: Paderborn University, 2021.
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2021 | Preprint | LibreCat-ID: 22509 |
Lienen, Julian, and Eyke Hüllermeier. “Credal Self-Supervised Learning.” ArXiv:2106.11853, 2021.
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2021 | Conference Paper | LibreCat-ID: 22514 |
Kucklick, Jan-Peter, Jennifer Müller, Daniel Beverungen, and Oliver Müller. “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-Based Deep Learning Approach.” In European Conference on Information Systems, 2021.
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2021 | Journal Article | LibreCat-ID: 22637
Ijäs, Heini, Boxuan Shen, Amelie Heuer-Jungemann, Adrian Keller, Mauri A Kostiainen, Tim Liedl, Janne A Ihalainen, and Veikko Linko. “Unraveling the Interaction between Doxorubicin and DNA Origami Nanostructures for Customizable Chemotherapeutic Drug Release.” Nucleic Acids Research 49 (2021): 3048–62. https://doi.org/10.1093/nar/gkab097.
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2021 | Conference Paper | LibreCat-ID: 22913
Hüllermeier, Eyke, Felix Mohr, Alexander Tornede, and Marcel Dominik Wever. “Automated Machine Learning, Bounded Rationality, and Rational Metareasoning,” 2021.
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2021 | Conference Paper | LibreCat-ID: 22914
Mohr, Felix, and Marcel Dominik Wever. “Replacing the Ex-Def Baseline in AutoML by Naive AutoML,” 2021.
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2021 | Journal Article | LibreCat-ID: 23023
Xin, Yang, Amir Ardalan Zargariantabrizi, Guido Grundmeier, and Adrian Keller. “Magnesium-Free Immobilization of DNA Origami Nanostructures at Mica Surfaces for Atomic Force Microscopy.” Molecules 26 (2021): 4798. https://doi.org/10.3390/molecules26164798.
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2021 | Journal Article | LibreCat-ID: 21808 |
Schneider, Stefan Balthasar, Ramin Khalili, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, and Artur Hecker. “Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning.” Transactions on Network and Service Management, 2021. https://doi.org/10.1109/TNSM.2021.3076503.
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2021 | Journal Article | LibreCat-ID: 21927
Rumlich, Dominik. “Review of Liss Kerstin Sylvén (Ed.). (2019). Investigating Content and Language Integrated Learning. Insights from Swedish High Schools.” Journal of Immersion and Content-Based Language Education 9, no. 1 (2021): 150–54. https://doi.org/10.1075/jicb.20026.rum.
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2021 | Conference Paper | LibreCat-ID: 22051
Kersting, Joschka, and Michaela Geierhos. “Well-Being in Plastic Surgery: Deep Learning Reveals Patients’ Evaluations.” In Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021), 275--284. Online: SCITEPRESS, 2021.
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