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2127 Publications


2022 | Conference Paper | LibreCat-ID: 30349
An Open-Source Transistor Database and Toolbox as an Unified Software Engineering Tool for Managing and Evaluating Power Transistors
N. Förster, P. Rehlaender, O. Wallscheid, F. Schafmeister, J. Böcker, in: Proc. 37th IEEE Applied Power Electronics Conference (APEC), IEEE, Houston, TX, USA, n.d.
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2022 | Conference Paper | LibreCat-ID: 30350
Robust Hysteresis Control for LLC Resonant Converters Using a Fully Isolated Measurement Scheme
L. Keuck, F. Schafmeister, J. Böcker, in: Proc. IEEE International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management (PCIM), IEEE, Nuremberg, Germany, n.d.
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2022 | Preprint | LibreCat-ID: 30724
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget
J. Brandt, B. Haddenhorst, V. Bengs, E. Hüllermeier, ArXiv:2202.04487 (2022).
LibreCat | arXiv
 

2022 | Book Chapter | LibreCat-ID: 29950
Work-in-Progress: The Potential of Interactive Scripts – Supporting Conceptual Understanding and Collaborative Problem-Solving Skills
K. Temmen, P. Kersten, D. Schäfer, in: Mobility for Smart Cities and Regional Development - Challenges for Higher Education, Springer International Publishing, Cham, 2022, pp. 784–791.
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2022 | Conference Paper | LibreCat-ID: 30004
Systematisierung einer rechnergestützten Auswertemethode zur Versagensanalyse geklebter Verbindungen
N. Chudalla, D. Teutenberg, G. Meschut, M. Schneider, D. Smart, in: 22. Kolloquium: Gemeinsame Forschung in Der Klebtechnik, 2022.
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2022 | Conference Paper | LibreCat-ID: 30971
Integrating Safety Guarantees into the Learning Classifier System XCS
T. Hansmeier, M. Platzner, in: Applications of Evolutionary Computation, EvoApplications 2022, Proceedings, Springer International Publishing, 2022, pp. 386–401.
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2022 | Journal Article | LibreCat-ID: 31844
Computation on Encrypted Data Using Dataflow Authentication
A. Fischer, B. Fuhry, J. Kußmaul, J. Janneck, F. Kerschbaum, E. Bodden, ACM Transactions on Privacy and Security 25 (2022) 1–36.
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2022 | Journal Article | LibreCat-ID: 32234
Dataset for random uniform distributions of 2D circles and 3D spheres.
M. Wojciechowski, Data Brief 43 (2022) 108318.
LibreCat | PubMed | Europe PMC
 

2022 | Conference Paper | LibreCat-ID: 32311
Property-Driven Testing of Black-Box Functions
A. Sharma, V. Melnikov, E. Hüllermeier, H. Wehrheim, in: Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE), IEEE, 2022, pp. 113–123.
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2022 | Journal Article | LibreCat-ID: 32087 LibreCat | DOI
 

2022 | Mastersthesis | LibreCat-ID: 34025
Contrastive Argument Summarization Using Supervised and Unsupervised Machine Learning
J. Rieskamp, Contrastive Argument Summarization Using Supervised and Unsupervised Machine Learning, 2022.
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2022 | Conference Paper | LibreCat-ID: 33004
"Mama Always Had a Way of Explaining Things So I Could Understand": A Dialogue Corpus for Learning How to Explain
H. Wachsmuth, M. Alshomary, in: Proceedings of the 29th International Conference on Computational Linguistics, 2022, pp. 344–354.
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2022 | Conference Paper | LibreCat-ID: 34067
Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning
M. Sengupta, M. Alshomary, H. Wachsmuth, in: Proceedings of the 2022 Workshop on Figurative Language Processing, 2022.
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2022 | Conference Paper | LibreCat-ID: 34051
Argument Novelty and Validity Assessment via Multitask and Transfer Learning
M. Alshomary, M. Stahl, in: Proceedings of the 9th Workshop on Argument Mining, International Conference on Computational Linguistics, Online and in Gyeongju, Republic of Korea, 2022, pp. 111–114.
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2022 | Conference Paper | LibreCat-ID: 34103
HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection
L. Fehring, J.M. Hanselle, A. Tornede, in: Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022, 2022.
LibreCat | arXiv
 

2022 | Preprint | LibreCat-ID: 30791
Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms
A. Redder, A. Ramaswamy, H. Karl, ArXiv:2201.00570 (2022).
LibreCat | arXiv
 

2022 | Conference Paper | LibreCat-ID: 32590
Learning Realistic Mutations: Bug Creation for Neural Bug Detectors
C. Richter, H. Wehrheim, in: 2022 IEEE Conference on Software Testing, Verification and Validation (ICST), 2022, pp. 162–173.
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 31806
ADAGIO - Automated Data Augmentation of Knowledge Graphs Using Multi-expression Learning
K. Dreßler, M. Sherif, A.-C. Ngonga Ngomo, in: Proceedings of the 33rd ACM Conference on Hypertext and Hypermedia, 2022.
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2022 | Conference Paper | LibreCat-ID: 33253
XCS on Embedded Systems: An Analysis of Execution Profiles and Accelerated Classifier Deletion
T. Hansmeier, M. Brede, M. Platzner, in: GECCO ’22: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), New York, NY, United States, 2022, pp. 2071–2079.
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 34140
AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development
J. Maalouly, D. Hemker, C. Hedayat, C. Rückert, I. Kaufmann, M. Olbrich, S. Lange, H. Mathis, in: 2022 Kleinheubach Conference, IEEE, Miltenberg, Germany, 2022.
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2022 | Conference Paper | LibreCat-ID: 34152 LibreCat
 

2022 | Journal Article | LibreCat-ID: 34196
Using vibration data to classify conditions in disk stack separators
S. Merkelbach, L. Afroze, N. Janssen, S. von Enzberg, A. Kühn, R. Dumitrescu, Vibroengineering PROCEDIA 46 (2022) 21–26.
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2022 | Journal Article | LibreCat-ID: 34417 | OA LibreCat | DOI | Download (ext.)
 

2022 | Conference Paper | LibreCat-ID: 34542
Scikit-Weak: A Python Library for Weakly Supervised Machine Learning
A. Campagner, J. Lienen, E. Hüllermeier, D. Ciucci, in: Lecture Notes in Computer Science, Springer, 2022, pp. 57–70.
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2022 | Conference Paper | LibreCat-ID: 29220 | OA
Use What You Know: Network and Service Coordination Beyond Certainty
S. Werner, S.B. Schneider, H. Karl, in: IEEE/IFIP Network Operations and Management Symposium (NOMS), IEEE, 2022.
LibreCat | Files available
 

2022 | Conference Paper | LibreCat-ID: 29342
Methodenentwicklung zur rechnerischen Auslegung geklebter Stahlverbindungen unter Alterungsbeanspruchung im Stahl- und Anlagenbau
S. Sander, D. Teutenberg, G. Meschut, F. Kötz, A. Matzenmiller, Y. Kasper, T. Ummenhofer, in: DECHEMA, Gesellschaft für Chemische Technik und Biotechnologie e.V. (Ed.), 22. Kolloquium Gemeinsame Forschung in der Klebtechnik, Digital, n.d.
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2022 | Conference Paper | LibreCat-ID: 29539 | OA
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
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2022 | Book Chapter | LibreCat-ID: 29104
Digitalization of work: Challenges for workplace learning
C. Harteis, M. Goller, K.-H. Gerholz, in: M. Malloch, L. Cairns, K. Evans, B.N. O’Connor (Eds.), The SAGE Handbook of Learning and Work, SAGE Publications, London, 2022, pp. 329–342.
LibreCat | Files available
 

2022 | Preprint | LibreCat-ID: 31545 | OA
Kronecker Decomposition for Knowledge Graph Embeddings
C. Demir, J. Lienen, A.-C. Ngonga Ngomo, ArXiv:2205.06560 (2022).
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2022 | Preprint | LibreCat-ID: 31546 | OA
Conformal Credal Self-Supervised Learning
J. Lienen, C. Demir, E. Hüllermeier, ArXiv:2205.15239 (2022).
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2022 | Journal Article | LibreCat-ID: 33009
Dietary protein intake and health-related outcomes: a methodological protocol for the evidence evaluation and the outline of an evidence to decision framework underlying the evidence-based guideline of the German Nutrition Society
A. Kroke, A. Schmidt, A.M. Amini, N. Kalotai, A. Lehmann, J. Haardt, J.M. Bauer, H.A. Bischoff-Ferrari, H. Boeing, S. Egert, S. Ellinger, T. Kühn, S. Louis, S. Lorkowski, K. Nimptsch, T. Remer, M.B. Schulze, R. Siener, G.I. Stangl, D. Volkert, A. Zittermann, A.E. Buyken, B. Watzl, L. Schwingshackl, European Journal of Nutrition 61 (2022) 2091–2101.
LibreCat | DOI
 

2022 | Preprint | LibreCat-ID: 30867
Machine Learning for Online Algorithm Selection under Censored Feedback
A. Tornede, V. Bengs, E. Hüllermeier, Proceedings of the 36th AAAI Conference on Artificial Intelligence (2022).
LibreCat | arXiv
 

2022 | Preprint | LibreCat-ID: 30865
Algorithm Selection on a Meta Level
A. Tornede, L. Gehring, T. Tornede, M.D. Wever, E. Hüllermeier, Machine Learning (2022).
LibreCat | arXiv
 

2022 | Journal Article | LibreCat-ID: 33090
A comparison of heuristic, statistical, and machine learning methods for heated tool butt welding of two different materials
K. Gevers, A. Tornede, M.D. Wever, V. Schöppner, E. Hüllermeier, Welding in the World (2022).
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 33240
Brief Announcement: The (Limited) Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved Resilience through Collusion
T. Götte, C. Scheideler, in: K. Agrawal, I.-T.A. Lee (Eds.), SPAA ’22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022, ACM, 2022, pp. 99–101.
LibreCat | DOI
 

2022 | Book Chapter | LibreCat-ID: 33268
PLS-Based Structural Equation Modelling: An Alternative Approach to Estimating Complex Relationships Between Unobserved Constructs
M. Goller, F. Hilkenmeier, in: Methods for Researching Professional Learning and Development, Springer International Publishing, Cham, 2022.
LibreCat | DOI
 

2022 | Book Chapter | LibreCat-ID: 33266
Addressing Methodological Challenges in Research on Professional Learning and Development
M. Goller, E. Kyndt, S. Paloniemi, C. Damşa, in: Methods for Researching Professional Learning and Development, Springer International Publishing, Cham, 2022.
LibreCat | DOI
 

2022 | Book Chapter | LibreCat-ID: 33271
Q Method: Assessing Subjectivity Through Structured Ranking of Items
S. Leidig, H. Köhler, C. Caruso, M. Goller, in: Methods for Researching Professional Learning and Development, Springer International Publishing, Cham, 2022.
LibreCat | DOI
 

2022 | Book Chapter | LibreCat-ID: 33269
Participant’s Video Annotations as a Database to Measure Professional Development
B. Steffen, M. Pouta, in: Methods for Researching Professional Learning and Development, Springer International Publishing, Cham, 2022.
LibreCat | DOI
 

2022 | Book Chapter | LibreCat-ID: 33267
Uncovering Informal Workplace Learning by Using Diaries
A. Rausch, M. Goller, B. Steffen, in: Methods for Researching Professional Learning and Development, Springer International Publishing, Cham, 2022.
LibreCat | DOI
 

2022 | Book Chapter | LibreCat-ID: 33270
Delphi-Technique as a Method for Research on Professional Learning
C. Harteis, in: Methods for Researching Professional Learning and Development, Springer International Publishing, Cham, 2022.
LibreCat | DOI
 

2022 | Book (Editor) | LibreCat-ID: 33275
Methods for Researching Professional Learning and Development
M. Goller, E. Kyndt, S. Paloniemi, C. Damşa, eds., Methods for Researching Professional Learning and Development, Springer International Publishing, Cham, 2022.
LibreCat | DOI
 

2022 | Book Chapter | LibreCat-ID: 30941
Decision Support Ecosystems: Definition and Platform Architecture
J. Kirchhoff, C. Weskamp, G. Engels, in: Decision Support Systems XII: Decision Support Addressing Modern Industry, Business, and Societal Needs, Springer, 2022.
LibreCat | Files available | DOI
 

2022 | Book Chapter | LibreCat-ID: 33307 | OA
Authentic Englishes.nrw – Developing and Using Interactive Teaching and Learning Materials on Varieties of English
S. Pape, A.S. Fiege, I. Mindt, in: D. Wawra, J. Rose (Eds.), Selected Papers from the 2021 Conference of the German Association for the Study of English, Universitätsverlag Winter, Heidelberg, n.d., pp. 15–27.
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2022 | Conference Paper | LibreCat-ID: 33508
Modeling and Characterization of a 3D Environment for the Design of an Inductively Based Locating Method by Coil Couplings
S. Lange, C. Hedayat, H. Kuhn, U. Hilleringmann, in: 2022 Smart Systems Integration (SSI), IEEE, Grenoble, France, 2022.
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2022 | Conference Paper | LibreCat-ID: 33510
Detection of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised Learning Methods
T. Sander, S. Lange, U. Hilleringmann, V. Geneiß, C. Hedayat, H. Kuhn, in: 2022 Smart Systems Integration (SSI), IEEE, Grenoble, France, 2022.
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2022 | Journal Article | LibreCat-ID: 33713
Collaborative Modeling of Use Case & Damage Scenarios in Online Workshops Using a 3D Environment
S. Japs, S. Schmidt, F. Kargl, L. Kaiser, A. Kharatyan, R. Dumitrescu, Proceedings of the Design Society 2 (2022) 1599–1608.
LibreCat | DOI
 

2022 | Book Chapter | LibreCat-ID: 33728
Development of a Numerical 3D Model for Analyzing Clinched Joints in Versatile Process Chains
C.R. Bielak, M. Böhnke, M. Bobbert, G. Meschut, in: The Minerals, Metals & Materials Series, Springer International Publishing, Cham, 2022.
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 29290 | OA
EvoLearner: Learning Description Logics with Evolutionary Algorithms
S. Heindorf, L. Blübaum, N. Düsterhus, T. Werner, V.N. Golani, C. Demir, A.-C. Ngonga Ngomo, in: WWW, ACM, 2022, pp. 818–828.
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2022 | Journal Article | LibreCat-ID: 20731 | OA
On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation
K. Bieker, B. Gebken, S. Peitz, IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (2022) 7797–7808.
LibreCat | Files available | DOI | Download (ext.)
 

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