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5714 Publications
2023 | Mastersthesis | LibreCat-ID: 45916
N. Yadalam Murali Kumar, Data Analytics for Predictive Maintenance of Time Series Data. Paderborn University, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 34138
L. Bittel, S. Gharibian, and M. Kliesch, “The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate,” in Proceedings of the 38th Computational Complexity Conference (CCC), 2023, vol. 264, no. 34, p. 34:1-34:24, doi: 10.4230/LIPIcs.CCC.2023.34.
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| DOI
| arXiv
2023 | Bachelorsthesis | LibreCat-ID: 46053
F. Schneider, Utilizing Redundancy in Distributed Heterogeneous Storage. 2023.
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| Files available
2023 | Mastersthesis | LibreCat-ID: 46087
A. Ranade, Graph Neural Network-based Anomaly Detection in Smart Grid Energy Consumption. 2023.
LibreCat
2023 | Mastersthesis | LibreCat-ID: 46086
O. Ali, Highly accurate deep compressed facial recognition. 2023.
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2023 | Mastersthesis | LibreCat-ID: 46110
N. Ashri, Virtual On-Demand Volunteer System Based on Delaunay Triangulation. 2023.
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2023 | Journal Article | LibreCat-ID: 38041 | 
M. Meyer, T. Kenter, and C. Plessl, “Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks,” ACM Transactions on Reconfigurable Technology and Systems, 2023, doi: 10.1145/3576200.
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| Download (ext.)
2023 | Mastersthesis | LibreCat-ID: 46221
N. N., Improving the End-of-Line Test of Custom-Built Geared Motors using Clustering based on Neural Networks. 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 46251 |
C. Demir and A.-C. Ngonga Ngomo, “Neuro-Symbolic Class Expression Learning,” International Joint Conference on Artificial Intelligence, 2023.
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| Files available
2023 | Conference Paper | LibreCat-ID: 43228
X. Wu, T. Kenter, R. Schade, T. Kühne, and C. Plessl, “Computing and Compressing Electron Repulsion Integrals on FPGAs,” in 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2023, pp. 162–173, doi: 10.1109/FCCM57271.2023.00026.
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| arXiv
2023 | Journal Article | LibreCat-ID: 45361 |
R. Schade, T. Kenter, H. Elgabarty, M. Lass, T. Kühne, and C. Plessl, “Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics,” The International Journal of High Performance Computing Applications, Art. no. 109434202311776, 2023, doi: 10.1177/10943420231177631.
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2023 | Dissertation | LibreCat-ID: 45780 |
A. Tornede, Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions. 2023.
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2023 | Book Chapter | LibreCat-ID: 46572
R. H. Gusmita, A. F. Firmansyah, D. Moussallem, and A.-C. Ngonga Ngomo, “IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran,” in Natural Language Processing and Information Systems, Cham: Springer Nature Switzerland, 2023.
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| DOI
2023 | Preprint | LibreCat-ID: 46579 |
S. Peitz, H. Harder, F. Nüske, F. Philipp, M. Schaller, and K. Worthmann, “Partial observations, coarse graining and equivariance in Koopman operator theory for large-scale dynamical systems,” arXiv:2307.15325. 2023.
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| arXiv
2023 | Journal Article | LibreCat-ID: 23428 |
F. Nüske, S. Peitz, F. Philipp, M. Schaller, and K. Worthmann, “Finite-data error bounds for Koopman-based prediction and control,” Journal of Nonlinear Science, vol. 33, Art. no. 14, 2023, doi: 10.1007/s00332-022-09862-1.
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2023 | Preprint | LibreCat-ID: 46649 |
S. S. Hotegni, S. Peitz, and M. B. Berkemeier, “Multi-Objective Optimization for Sparse Deep Neural Network Training,” arXiv:2308.12243. 2023.
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| arXiv
2023 | Journal Article | LibreCat-ID: 21600
M. Dellnitz et al., “Efficient time stepping for numerical integration using reinforcement learning,” SIAM Journal on Scientific Computing, vol. 45, no. 2, pp. A579–A595, 2023, doi: 10.1137/21M1412682.
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| arXiv
2023 | Journal Article | LibreCat-ID: 46784 |
O. Wallscheid et al., “ElectricGrid.jl - A Julia-based modeling and simulationtool for power electronics-driven electric energy grids,” Journal of Open Source Software, vol. 8, no. 89, Art. no. 5616, 2023, doi: 10.21105/joss.05616.
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2023 | Journal Article | LibreCat-ID: 46186 |
L. Höper and C. Schulte, “Paradigmenwechsel vom klassischen zum datengetriebenen Problemlösen im Informatikunterricht,” MNU journal, vol. 76, no. 4, pp. 314–320, 2023.
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2023 | Conference Paper | LibreCat-ID: 35014 |
J. Blömer, J. Bobolz, and H. Bröcher, “On the impossibility of surviving (iterated) deletion of weakly dominated strategies in rational MPC,” presented at the TCC 2023, Taipeh, Taiwan, 2023.
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2023 | Conference Paper | LibreCat-ID: 43458 |
J. Blömer, J. Bobolz, and L. A. Porzenheim, “A Generic Construction of an Anonymous Reputation System and Instantiations from Lattices,” presented at the Asiacrypt 2023, Guangzhou, China, 2023.
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2023 | Conference Paper | LibreCat-ID: 47050
D. Wecker and E. Yigitbas, “Minimizing Eye Movements and Distractions in Head-Mounted Augmented Reality through Eye-Gaze Adaptiveness,” 2023.
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2023 | Journal Article | LibreCat-ID: 47051
E. Yigitbas, M. Schmidt, A. Bucchiarone, S. Gottschalk, and G. Engels, “GaMoVR: Gamification-Based UML Learning Environment in Virtual Reality,” Science of Computer Programming, 2023.
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2023 | Conference Paper | LibreCat-ID: 47057
L. Schmidt and E. Yigitbas, “Transitional Cross Reality Interfaces for Spatially Demanding Search and Collect Tasks ,” 2023.
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2023 | Conference Paper | LibreCat-ID: 47055
T. Neumayr, E. Yigitbas, M. Augstein, and E. Herder, “ABIS 2023 – 27th International Workshop on Personalization and Recommendation,” 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 47151
F. Winkelnkemper, L. Höper, and C. Schulte, “ARIadne – An Explanation Model for Digital Artefacts,” Informatics in Education, 2023, doi: 10.15388/infedu.2024.09.
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| DOI
2023 | Conference Paper | LibreCat-ID: 47150
E. Yigitbas, I. Witalinski, S. Gottschalk, and G. Engels, “Virtual Reality Collaboration Platform for Agile Software Development,” 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 46813 |
M. C. Wohlleben, L. Muth, S. Peitz, and W. Sextro, “Transferability of a discrepancy model for the dynamics of electromagnetic oscillating circuits,” 2023, doi: 10.1002/pamm.202300039.
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2023 | Journal Article | LibreCat-ID: 47420
C. Kürpick, A. Rasor, M. Scholtysik, A. Kühn, C. Koldewey, and R. Dumitrescu, “An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation,” Procedia CIRP, vol. 119, pp. 614–619, 2023, doi: 10.1016/j.procir.2023.02.155.
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2023 | Book (Editor) | LibreCat-ID: 47547
A. Kalenborn et al., Eds., Projektmanagement Und Vorgehensmodelle 2023 - Nachhaltige IT-Projekte, vol. Vol. P340. Gesellschaft für Informatik e.V, 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 47800
D. Wilke, R. Grothe, L. Bretz, H. Anacker, and R. Dumitrescu, “Lessons Learned from the Introduction of Systems Engineering,” Systems, vol. 11, no. 3, Art. no. 119, 2023, doi: 10.3390/systems11030119.
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| DOI
2023 | Journal Article | LibreCat-ID: 47798
S. Gabriel, D. Bentler, M. Bansmann, B. Andrew Latos, A. Kühn, and R. Dumitrescu, “Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 118, no. 1–2, pp. 64–68, 2023, doi: 10.1515/zwf-2023-1009.
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| DOI
2023 | Conference Paper | LibreCat-ID: 47799
D. Bentler, S. Gabriel, B. A. Latos, O. Dietrich, R. Dumitrescu, and G. W. Maier, “Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden Unternehmen,” 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 47827
J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, and R. Dumitrescu, “Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics,” Procedia CIRP, vol. 119, pp. 514–520, 2023, doi: 10.1016/j.procir.2023.01.011.
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2023 | Journal Article | LibreCat-ID: 47822
F. Machon et al., “Design of individual simulation games in manufacturing companies for game-based learning,” Procedia CIRP, vol. 119, pp. 1017–1022, 2023, doi: 10.1016/j.procir.2023.03.145.
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2023 | Journal Article | LibreCat-ID: 47824
J. Brock, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Process Mining Data Canvas: A method to identify data and process knowledge for data collection and preparation in process mining projects,” Procedia CIRP, vol. 119, pp. 602–607, 2023, doi: 10.1016/j.procir.2023.03.114.
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| DOI
2023 | Journal Article | LibreCat-ID: 47826
D. Wilke, A. Schierbaum, H. Anacker, and R. Dumitrescu, “Targeted-oriented selection of engineering methods,” Procedia CIRP, vol. 119, pp. 788–793, 2023, doi: 10.1016/j.procir.2023.02.166.
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2023 | Dissertation | LibreCat-ID: 47833
J. König, On the Membership and Correctness Problem for State Serializability and Value Opacity. 2023.
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2023 | Dissertation | LibreCat-ID: 47837
T. Hansmeier, XCS for Self-awareness in Autonomous Computing Systems. 2023.
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2023 | Conference Paper | LibreCat-ID: 32407
S. Gharibian, R. Hayakawa, F. L. Gall, and T. Morimae, “Improved Hardness Results for the Guided Local Hamiltonian Problem,” in Proceedings of the 50th EATCS International Colloquium on Automata, Languages and Programming (ICALP), 2023, vol. 261, no. 32, pp. 1–19, doi: 10.4230/LIPIcs.ICALP.2023.32.
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| DOI
| arXiv
2023 | Journal Article | LibreCat-ID: 48051
L. Humpert, M. Wäschle, S. Horstmeyer, H. Anacker, R. Dumitrescu, and A. Albers, “Stakeholder-oriented Elaboration of Artificial Intelligence use cases using the example of Special-Purpose engineering,” Procedia CIRP, vol. 119, pp. 693–698, 2023, doi: 10.1016/j.procir.2023.02.160.
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| DOI
2023 | Conference Paper | LibreCat-ID: 47522
R. P. Prager et al., “Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features,” in Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2023, pp. 129–139, doi: 10.1145/3594805.3607136.
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| DOI
2023 | Conference Paper | LibreCat-ID: 46297
R. P. Prager and H. Trautmann, “Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features,” in Applications of Evolutionary Computation, 2023, pp. 411–425.
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2023 | Conference Paper | LibreCat-ID: 46298
L. Schäpermeier, P. Kerschke, C. Grimme, and H. Trautmann, “Peak-A-Boo! Generating Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto Sets,” in Evolutionary Multi-Criterion Optimization, 2023, pp. 291–304.
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2023 | Journal Article | LibreCat-ID: 46299
R. P. Prager and H. Trautmann, “Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python,” Evolutionary Computation, pp. 1–25, 2023, doi: 10.1162/evco_a_00341.
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| DOI
2023 | Conference Paper | LibreCat-ID: 48289
I. Habernal, F. Mireshghallah, P. Thaine, S. Ghanavati, and O. Feyisetan, “Privacy-Preserving Natural Language Processing,” 2023, doi: 10.18653/v1/2023.eacl-tutorials.6.
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