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2188 Publications
2020 | Journal Article | LibreCat-ID: 21282
Social media in times of crisis: Learning from Hurricane Harvey for the coronavirus disease 2019 pandemic response
M. Mirbabaie, D. Bunker, S. Stieglitz, J. Marx, C. Ehnis, Journal of Information Technology (2020) 195–213.
LibreCat
| DOI
M. Mirbabaie, D. Bunker, S. Stieglitz, J. Marx, C. Ehnis, Journal of Information Technology (2020) 195–213.
2020 | Conference Paper | LibreCat-ID: 21382
Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation
S. Japs, A. Kharatyan, J. Tekaat, L. Kaiser, R. Dumitrescu, in: Proceedings of the Design Society, 2020.
LibreCat
S. Japs, A. Kharatyan, J. Tekaat, L. Kaiser, R. Dumitrescu, in: Proceedings of the Design Society, 2020.
2020 | Conference Paper | LibreCat-ID: 21390
A design methodology for deep reinforcement learning for autonomous Systems
M. Hillebrand, M. Lakhani, R. Dumitrescu, in: Procedia Manufacturing 52, 2020, pp. 266–271.
LibreCat
| DOI
M. Hillebrand, M. Lakhani, R. Dumitrescu, in: Procedia Manufacturing 52, 2020, pp. 266–271.
2020 | Book Chapter | LibreCat-ID: 21391
Machine Learning for Process-X: A Taxonomy
F. Reinhart, S. von Enzberg, A. Kühn, R. Dumitrescu, in: J. Beyerer, A. Maier, O. Niggemann (Eds.), Machine Learning for Cyber Physical Systems. Technologien Für Die Intelligente Automation (Technologies for Intelligent Automation), Springer Vieweg, Berlin, Heidelberg, 2020, pp. 25–33.
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F. Reinhart, S. von Enzberg, A. Kühn, R. Dumitrescu, in: J. Beyerer, A. Maier, O. Niggemann (Eds.), Machine Learning for Cyber Physical Systems. Technologien Für Die Intelligente Automation (Technologies for Intelligent Automation), Springer Vieweg, Berlin, Heidelberg, 2020, pp. 25–33.
2020 | Conference Paper | LibreCat-ID: 21438
CONSENS 3D: Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation
S. Japs, A. Kharatyan, L. Kaiser, R. Dumitrescu, in: Proceedings of the 16th International Design Conference (DESIGN 2020), 2020.
LibreCat
S. Japs, A. Kharatyan, L. Kaiser, R. Dumitrescu, in: Proceedings of the 16th International Design Conference (DESIGN 2020), 2020.
2020 | Conference Paper | LibreCat-ID: 21534
Preselection Bandits
V. Bengs, E. Hüllermeier, in: International Conference on Machine Learning, 2020, pp. 778–787.
LibreCat
V. Bengs, E. Hüllermeier, in: International Conference on Machine Learning, 2020, pp. 778–787.
2020 | Preprint | LibreCat-ID: 21536
Multi-Armed Bandits with Censored Consumption of Resources
V. Bengs, E. Hüllermeier, ArXiv:2011.00813 (2020).
LibreCat
V. Bengs, E. Hüllermeier, ArXiv:2011.00813 (2020).
2020 | Conference Paper | LibreCat-ID: 21584
Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures
C.P. Gatica, M. Platzner, in: Machine Learning for Cyber Physical Systems (ML4CPS 2017), Berlin, Heidelberg, 2020.
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| DOI
C.P. Gatica, M. Platzner, in: Machine Learning for Cyber Physical Systems (ML4CPS 2017), Berlin, Heidelberg, 2020.
2020 | Journal Article | LibreCat-ID: 17426 | 
Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions
M.W. Hoffmann, S. Wildermuth, R. Gitzel, A. Boyaci, J. Gebhardt, H. Kaul, I. Amihai, B. Forg, M. Suriyah, T. Leibfried, V. Stich, J. Hicking, M. Bremer, L. Kaminski, D. Beverungen, P. zur Heiden, T. Tornede, Sensors (2020).
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M.W. Hoffmann, S. Wildermuth, R. Gitzel, A. Boyaci, J. Gebhardt, H. Kaul, I. Amihai, B. Forg, M. Suriyah, T. Leibfried, V. Stich, J. Hicking, M. Bremer, L. Kaminski, D. Beverungen, P. zur Heiden, T. Tornede, Sensors (2020).
2020 | Preprint | LibreCat-ID: 17605 |
Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction
S.H. Heid, M.D. Wever, E. Hüllermeier, Journal of Data Mining and Digital Humanities (n.d.).
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S.H. Heid, M.D. Wever, E. Hüllermeier, Journal of Data Mining and Digital Humanities (n.d.).
2020 | Conference Paper | LibreCat-ID: 18686
SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH
J. Kersting, F.S. Bäumer, in: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, IADIS, 2020, pp. 119--123.
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J. Kersting, F.S. Bäumer, in: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, IADIS, 2020, pp. 119--123.
2020 | Book Chapter | LibreCat-ID: 18789
Opportunities of 3D Machine Learning for Manufacturability Analysis and Component Recognition in the Additive Manufacturing Process Chain
T. Nickchen, G. Engels, J. Lohn, in: Industrializing Additive Manufacturing, Cham, 2020.
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| DOI
T. Nickchen, G. Engels, J. Lohn, in: Industrializing Additive Manufacturing, Cham, 2020.
2020 | Journal Article | LibreCat-ID: 23599
GIWAXS-SIIRkit: scattering intensity, indexing and refraction calculation toolkit for grazing-incidence wide-angle X-ray scattering of organic materials
V. Savikhin, H.-G. Steinrück, R.-Z. Liang, B.A. Collins, S.D. Oosterhout, P.M. Beaujuge, M.F. Toney, Journal of Applied Crystallography 53 (2020) 1108–1129.
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| DOI
V. Savikhin, H.-G. Steinrück, R.-Z. Liang, B.A. Collins, S.D. Oosterhout, P.M. Beaujuge, M.F. Toney, Journal of Applied Crystallography 53 (2020) 1108–1129.
2020 | Conference Paper | LibreCat-ID: 24011
Vorhersage der Rissinitiierung in 3D-Strukturen mit ADAPCRACK3D
T.D. Joy, G. Kullmer, L. Risse, in: 2020, pp. 207–216.
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T.D. Joy, G. Kullmer, L. Risse, in: 2020, pp. 207–216.
2020 | Conference Paper | LibreCat-ID: 20335
The Interdisciplinary Development of an Educational Game for Primary School Children--Lessons Learned
F. Winkelnkemper, C. Schulte, K. Eilerts, D. Bechinie, T. Huhmann, in: EdMedia+ Innovate Learning, 2020, pp. 522–529.
LibreCat
F. Winkelnkemper, C. Schulte, K. Eilerts, D. Bechinie, T. Huhmann, in: EdMedia+ Innovate Learning, 2020, pp. 522–529.
2020 | Journal Article | LibreCat-ID: 20372
Light diffraction in slab waveguide lenses simulated with the stepwise angular spectrum method
L. Ebers, M. Hammer, J. Förstner, Optics Express 28 (2020) 36361.
LibreCat
| DOI
L. Ebers, M. Hammer, J. Förstner, Optics Express 28 (2020) 36361.
2020 | Conference Paper | LibreCat-ID: 20452
Combining Ideas and Artifacts: An Interaction-Focused View on Computing Education Using a Cybersecurity Example
L. Terfloth, L. Budde, C. Schulte, in: Association for Computing Machinery, New York, NY, USA, 2020.
LibreCat
| DOI
L. Terfloth, L. Budde, C. Schulte, in: Association for Computing Machinery, New York, NY, USA, 2020.
2020 | Bachelorsthesis | LibreCat-ID: 20820
Implementing Machine Learning Functions as PYNQ FPGA Overlays
S. Thiele, Implementing Machine Learning Functions as PYNQ FPGA Overlays, 2020.
LibreCat
S. Thiele, Implementing Machine Learning Functions as PYNQ FPGA Overlays, 2020.
2020 | Journal Article | LibreCat-ID: 20834
Machine learning for human learners: opportunities, issues, tensions and threats
M.E. Webb, A. Fluck, J. Magenheim, J. Malyn-Smith, J. Waters, M. Deschênes , J. Zagami, Educational Technology Research and Development (2020) 1–22.
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| DOI
M.E. Webb, A. Fluck, J. Magenheim, J. Malyn-Smith, J. Waters, M. Deschênes , J. Zagami, Educational Technology Research and Development (2020) 1–22.
2020 | Conference Paper | LibreCat-ID: 20854 |
A simplified method for the evaluation of the layer compression test using one 3D digital image correlation system and considering the material anisotropy by the equibiaxial Lankford parameter
A.A. Camberg, T. Tröster, (2020).
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A.A. Camberg, T. Tröster, (2020).